Triple
T4651177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tom B. Brown |
E102297
|
entity |
| Predicate | hasCoAuthor |
P2389
|
FINISHED |
| Object |
Scott Gray
Scott Gray is a machine learning researcher and engineer known for his work on large-scale neural networks and contributions to OpenAI’s language model research.
|
E457869
|
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: Scott Gray | Statement: [Tom B. Brown, hasCoAuthor, Scott Gray]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Gray Context triple: [Tom B. Brown, hasCoAuthor, Scott Gray]
-
A.
Graeme Revell
Graeme Revell is a New Zealand-born composer best known for his atmospheric film scores across genres including horror, action, and science fiction.
-
B.
Graham Russell
Graham Russell is an English musician and songwriter best known as the co-founder and guitarist of the soft rock duo Air Supply.
-
C.
Graham Walters
Graham Walters is a film producer best known for his work on the acclaimed Pixar animated feature "Finding Nemo."
-
D.
Patrick Snodgrass
Patrick Snodgrass is an individual notable enough to be recognized as a namesake of the surname Snodgrass.
-
E.
Chris Godfrey
Chris Godfrey is a visual effects artist and film industry professional best known as the founder of the Australian digital production and VFX studio Animal Logic.
- 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: Scott Gray Triple: [Tom B. Brown, hasCoAuthor, Scott Gray]
Generated description
Scott Gray is a machine learning researcher and engineer known for his work on large-scale neural networks and contributions to OpenAI’s language model research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Gray Target entity description: Scott Gray is a machine learning researcher and engineer known for his work on large-scale neural networks and contributions to OpenAI’s language model research.
-
A.
Graeme Revell
Graeme Revell is a New Zealand-born composer best known for his atmospheric film scores across genres including horror, action, and science fiction.
-
B.
Graham Russell
Graham Russell is an English musician and songwriter best known as the co-founder and guitarist of the soft rock duo Air Supply.
-
C.
Graham Walters
Graham Walters is a film producer best known for his work on the acclaimed Pixar animated feature "Finding Nemo."
-
D.
Patrick Snodgrass
Patrick Snodgrass is an individual notable enough to be recognized as a namesake of the surname Snodgrass.
-
E.
Chris Godfrey
Chris Godfrey is a visual effects artist and film industry professional best known as the founder of the Australian digital production and VFX studio Animal Logic.
- 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_69bd43d71a308190afea7280841b0de8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd6c3d1cb88190a42919dcbfe2568c |
completed | March 20, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdfae7636881908244b86cba1c66b7 |
completed | March 21, 2026, 1:56 a.m. |
| NEDg | Description generation | batch_69bdfbc12acc8190b8116a6003abb3e3 |
completed | March 21, 2026, 2 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdfc44536c8190a71e52b0690a7570 |
completed | March 21, 2026, 2:02 a.m. |
Created at: March 20, 2026, 1:14 p.m.