Triple
T6487866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Henry Taube |
E146558
|
entity |
| Predicate | notableStudent |
P4838
|
FINISHED |
| Object |
R. Stephen Berry
R. Stephen Berry was an American physical chemist known for his influential work in theoretical chemistry, energy policy, and science advising.
|
E689453
|
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: R. Stephen Berry | Statement: [Henry Taube, notableStudent, R. Stephen Berry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: R. Stephen Berry Context triple: [Henry Taube, notableStudent, R. Stephen Berry]
-
A.
Stephen G. Bowen
Stephen G. Bowen is a NASA astronaut and former U.S. Navy submariner who has flown multiple Space Shuttle missions and commanded SpaceX Crew-6 to the International Space Station.
-
B.
Stephen P. Graham
Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
-
C.
Robert T. Herres
Robert T. Herres was a United States Air Force general who became the first Vice Chairman of the Joint Chiefs of Staff and a key leader in U.S. military space and strategic command operations.
-
D.
H. Gregg Lewis
H. Gregg Lewis was an influential American labor economist known for his pioneering empirical work on labor supply, wage determination, and union effects on labor markets.
-
E.
Jeffrey M. Werner
Jeffrey M. Werner is a film editor best known for his work on acclaimed independent and studio features, including the comedy-drama "The Kids Are All Right."
- 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: R. Stephen Berry Triple: [Henry Taube, notableStudent, R. Stephen Berry]
Generated description
R. Stephen Berry was an American physical chemist known for his influential work in theoretical chemistry, energy policy, and science advising.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: R. Stephen Berry Target entity description: R. Stephen Berry was an American physical chemist known for his influential work in theoretical chemistry, energy policy, and science advising.
-
A.
Stephen G. Bowen
Stephen G. Bowen is a NASA astronaut and former U.S. Navy submariner who has flown multiple Space Shuttle missions and commanded SpaceX Crew-6 to the International Space Station.
-
B.
Stephen P. Graham
Stephen P. Graham is a distinguished member of the prominent Graham family, recognized for his professional achievements and public prominence.
-
C.
Robert T. Herres
Robert T. Herres was a United States Air Force general who became the first Vice Chairman of the Joint Chiefs of Staff and a key leader in U.S. military space and strategic command operations.
-
D.
H. Gregg Lewis
H. Gregg Lewis was an influential American labor economist known for his pioneering empirical work on labor supply, wage determination, and union effects on labor markets.
-
E.
Jeffrey M. Werner
Jeffrey M. Werner is a film editor best known for his work on acclaimed independent and studio features, including the comedy-drama "The Kids Are All Right."
- 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_69c0090158c08190af0df9a2348d2d52 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a96a4048190a28dee5fd9258486 |
completed | March 22, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c9008bdbd4819082fd91ded34d5bbb |
completed | March 29, 2026, 10:35 a.m. |
| NEDg | Description generation | batch_69c901101acc8190ae0440d0a08c54ca |
completed | March 29, 2026, 10:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c90167d1f48190a1242f0db78197c0 |
completed | March 29, 2026, 10:39 a.m. |
Created at: March 22, 2026, 4:52 p.m.