Triple
T19999378
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dual Survival |
E494276
|
entity |
| Predicate | featuresHost |
P42287
|
FINISHED |
| Object |
Matt Graham
Matt Graham is a primitive survival expert and television personality known for co-hosting wilderness survival shows.
|
E1422152
|
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: Matt Graham | Statement: [Dual Survival, featuresHost, Matt Graham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt Graham Context triple: [Dual Survival, featuresHost, Matt Graham]
-
A.
Jeff Graham
Jeff Graham is an American former NFL wide receiver who played for the Pittsburgh Steelers, Chicago Bears, and several other teams during the 1990s.
-
B.
Kevin Manthei
Kevin Manthei is an American composer known for his work on film, television, and video game scores, particularly in the animation and superhero genres.
-
C.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
-
D.
Doug Graham
Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
-
E.
Gregory Hess
Gregory Hess was an American protester whose conviction for disorderly conduct during an antiwar demonstration led to the landmark U.S. Supreme Court free speech case Hess v. Indiana.
- 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: Matt Graham Triple: [Dual Survival, featuresHost, Matt Graham]
Generated description
Matt Graham is a primitive survival expert and television personality known for co-hosting wilderness survival shows.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt Graham Target entity description: Matt Graham is a primitive survival expert and television personality known for co-hosting wilderness survival shows.
-
A.
Jeff Graham
Jeff Graham is an American former NFL wide receiver who played for the Pittsburgh Steelers, Chicago Bears, and several other teams during the 1990s.
-
B.
Kevin Manthei
Kevin Manthei is an American composer known for his work on film, television, and video game scores, particularly in the animation and superhero genres.
-
C.
Matt Firor
Matt Firor is a video game developer and executive best known for leading the creation of large-scale online role-playing games, including directing The Elder Scrolls Online.
-
D.
Doug Graham
Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
-
E.
Gregory Hess
Gregory Hess was an American protester whose conviction for disorderly conduct during an antiwar demonstration led to the landmark U.S. Supreme Court free speech case Hess v. Indiana.
- 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_6a085a0cc52c8190ac27180a9d86bba7 |
completed | May 16, 2026, 11:50 a.m. |
| NEDg | Description generation | batch_6a085ac5b5f4819083c4d12e9cabc758 |
completed | May 16, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085bc0781c81909fc53a83291badc0 |
completed | May 16, 2026, 11:57 a.m. |
Created at: April 11, 2026, 3:32 p.m.