Triple
T19999383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dual Survival |
E494276
|
entity |
| Predicate | featuresHost |
P42287
|
FINISHED |
| Object |
Jeff Zausch
Jeff Zausch is an American survivalist and television personality best known for his appearances on Discovery Channel survival shows.
|
E1427880
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Jeff Zausch | Statement: [Dual Survival, featuresHost, Jeff Zausch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeff Zausch Context triple: [Dual Survival, featuresHost, Jeff Zausch]
-
A.
Doug Zembiec
Doug Zembiec was a highly decorated U.S. Marine Corps officer, known as the “Lion of Fallujah,” who was posthumously honored for his extraordinary bravery and leadership in combat.
-
B.
Eric Wetzels
Eric Wetzels is a Dutch politician who serves as the chairperson of the People's Party for Freedom and Democracy (VVD).
-
C.
Kevin Biegel
Kevin Biegel is an American television writer and producer best known for co-creating the sitcom Cougar Town and working on shows like Scrubs and Enlisted.
-
D.
David Zettner
David Zettner is a musician best known as a member of Willie Nelson’s longtime backing group, The Family.
-
E.
Brian Schmetzer
Brian Schmetzer is an American soccer coach best known for leading Seattle Sounders FC to multiple MLS Cup titles and establishing the club as a perennial league contender.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Jeff Zausch Triple: [Dual Survival, featuresHost, Jeff Zausch]
Generated description
Jeff Zausch is an American survivalist and television personality best known for his appearances on Discovery Channel survival shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeff Zausch Target entity description: Jeff Zausch is an American survivalist and television personality best known for his appearances on Discovery Channel survival shows.
-
A.
Doug Zembiec
Doug Zembiec was a highly decorated U.S. Marine Corps officer, known as the “Lion of Fallujah,” who was posthumously honored for his extraordinary bravery and leadership in combat.
-
B.
Eric Wetzels
Eric Wetzels is a Dutch politician who serves as the chairperson of the People's Party for Freedom and Democracy (VVD).
-
C.
Kevin Biegel
Kevin Biegel is an American television writer and producer best known for co-creating the sitcom Cougar Town and working on shows like Scrubs and Enlisted.
-
D.
David Zettner
David Zettner is a musician best known as a member of Willie Nelson’s longtime backing group, The Family.
-
E.
Brian Schmetzer
Brian Schmetzer is an American soccer coach best known for leading Seattle Sounders FC to multiple MLS Cup titles and establishing the club as a perennial league contender.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a09bdc819083305b08a11c6e34 |
completed | April 20, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0876004cc88190be38bcd1a5f0770b |
completed | May 16, 2026, 1:49 p.m. |
| NEDg | Description generation | batch_6a08771f7edc8190b0c1dce8f5f6e145 |
completed | May 16, 2026, 1:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0877ac99408190a31ee21894770334 |
completed | May 16, 2026, 1:57 p.m. |
Created at: April 11, 2026, 3:32 p.m.