Triple
T18177414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heller |
E435198
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Craig Heller
Craig Heller is an American physiologist and Stanford University professor known for his research on sleep, circadian rhythms, and thermoregulation.
|
E1311691
|
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: Craig Heller | Statement: [Heller, hasNotableBearer, Craig Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Craig Heller Context triple: [Heller, hasNotableBearer, Craig Heller]
-
A.
Wayne Heller
Wayne Heller is an aviation executive best known as the founder of the regional carrier Chautauqua Airlines.
-
B.
Paul M. Heller
Paul M. Heller was an American film producer known for his work on influential independent and studio films, including the psychological drama "David and Lisa."
-
C.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
-
D.
Joe Hallenbeck
Joe Hallenbeck is a hard-boiled, wisecracking former Secret Service agent turned private detective known for his cynical outlook and relentless pursuit of justice in the action film "The Last Boy Scout."
-
E.
Chris Chesser
Chris Chesser is an American film and television producer best known for producing the hit baseball comedy film "Major League."
- 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: Craig Heller Triple: [Heller, hasNotableBearer, Craig Heller]
Generated description
Craig Heller is an American physiologist and Stanford University professor known for his research on sleep, circadian rhythms, and thermoregulation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Craig Heller Target entity description: Craig Heller is an American physiologist and Stanford University professor known for his research on sleep, circadian rhythms, and thermoregulation.
-
A.
Wayne Heller
Wayne Heller is an aviation executive best known as the founder of the regional carrier Chautauqua Airlines.
-
B.
Paul M. Heller
Paul M. Heller was an American film producer known for his work on influential independent and studio films, including the psychological drama "David and Lisa."
-
C.
Eric Lamonsoff
Eric Lamonsoff is a bumbling yet big-hearted family man and close friend of Lenny Feder in the Grown Ups comedy film series.
-
D.
Joe Hallenbeck
Joe Hallenbeck is a hard-boiled, wisecracking former Secret Service agent turned private detective known for his cynical outlook and relentless pursuit of justice in the action film "The Last Boy Scout."
-
E.
Chris Chesser
Chris Chesser is an American film and television producer best known for producing the hit baseball comedy film "Major League."
- 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4df5a72008190bd2e56205b995a87 |
completed | April 19, 2026, 1:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0397fd8ab481909868d3600172b0e4 |
completed | May 12, 2026, 9:13 p.m. |
| NEDg | Description generation | batch_6a0398fb7fb481908a32c56a798d81fd |
completed | May 12, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a039a2b85888190bbcae1ba9d8ba715 |
completed | May 12, 2026, 9:22 p.m. |
Created at: April 10, 2026, 10:31 a.m.