If you visit chain.so's api
https://chain.so/api/v2/tx/2670f330b81947af83adfdfc3be0ae9c9941e1923a38f635424f740dd3cd7407you can get the hex source of that tx.
put it into pushtx on blockchain.info
https://blockchain.info/pushtxand blockchain.info tells you why it (and most other nodes) doesn't like it.
Missing parents for 2670f330b81947af83adfdfc3be0ae9c9941e1923a38f635424f740dd3cd7407 while inserting: 3793c0e53b2e519de30ae4f003e9889eea0f0dac75a4abda01774db48662d483
I took a peek down this rabbit hole on chain.so and all I see is an upside-down pyramid that based upon unconfirmed transactions.
Missing parents for 3793c0e53b2e519de30ae4f003e9889eea0f0dac75a4abda01774db48662d483 while inserting: 7abe21995018d8f6aabc0d6bbf158bee9a56a5c83b55be8c7c76a35b332f7349
Missing parents for 7abe21995018d8f6aabc0d6bbf158bee9a56a5c83b55be8c7c76a35b332f7349 while inserting: e48d86da3d11bcbbab948be7200450572813357d89f14a6a1768c125598d2324
Missing parents for e48d86da3d11bcbbab948be7200450572813357d89f14a6a1768c125598d2324 while inserting: d538b09f2c7cdab8398cc57a997c0a1cec9f6a1b068747f72ee0dd0fa3c74544
Missing parents for d538b09f2c7cdab8398cc57a997c0a1cec9f6a1b068747f72ee0dd0fa3c74544 while inserting: e025dad79a4fc3ef7b639d8cd72f555dd25c26188a0d9e34e91953a33679073f
...
I haven't see far enough, nor do I want to, to tell if original input is now a double-spend and answer your question definitively.
My best recommend is to bug them every few days noting you haven't received your funds.