Triple
T129640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Booz Allen Hamilton |
E2625
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Edwin G. Booz
Edwin G. Booz was an American businessman and pioneer of the management consulting industry, best known for establishing the firm that became Booz Allen Hamilton.
|
E83939
|
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: Edwin G. Booz | Statement: [Booz Allen Hamilton, foundedBy, Edwin G. Booz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edwin G. Booz Context triple: [Booz Allen Hamilton, foundedBy, Edwin G. Booz]
-
A.
Harold A. Wheeler
Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
-
B.
Albert D. Wheelon
Albert D. Wheelon was an American physicist and intelligence official known for his pioneering role in developing U.S. satellite reconnaissance programs and later contributions to aerospace and national security policy.
-
C.
Robert B. Hotz
Robert B. Hotz was an American aviation journalist and editor known for his expertise in aerospace and defense, who served on the presidential Rogers Commission investigating the Space Shuttle Challenger disaster.
-
D.
Charles Ranlett Flint
Charles Ranlett Flint was an American financier and industrialist best known for orchestrating mergers that led to the creation of major corporations, including the company that became IBM.
-
E.
Walter Powell
Walter Powell was an American entrepreneur best known as the founder of Powell’s City of Books, one of the world’s largest independent bookstores in Portland, Oregon.
- 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: Edwin G. Booz Triple: [Booz Allen Hamilton, foundedBy, Edwin G. Booz]
Generated description
Edwin G. Booz was an American businessman and pioneer of the management consulting industry, best known for establishing the firm that became Booz Allen Hamilton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edwin G. Booz Target entity description: Edwin G. Booz was an American businessman and pioneer of the management consulting industry, best known for establishing the firm that became Booz Allen Hamilton.
-
A.
Harold A. Wheeler
Harold A. Wheeler was an influential American electrical engineer and inventor known for his pioneering contributions to radio and radar technology.
-
B.
Albert D. Wheelon
Albert D. Wheelon was an American physicist and intelligence official known for his pioneering role in developing U.S. satellite reconnaissance programs and later contributions to aerospace and national security policy.
-
C.
Robert B. Hotz
Robert B. Hotz was an American aviation journalist and editor known for his expertise in aerospace and defense, who served on the presidential Rogers Commission investigating the Space Shuttle Challenger disaster.
-
D.
Charles Ranlett Flint
Charles Ranlett Flint was an American financier and industrialist best known for orchestrating mergers that led to the creation of major corporations, including the company that became IBM.
-
E.
Walter Powell
Walter Powell was an American entrepreneur best known as the founder of Powell’s City of Books, one of the world’s largest independent bookstores in Portland, Oregon.
- 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_69a2520c0f3481908b0ed054a2fca8d0 |
completed | Feb. 28, 2026, 2:25 a.m. |
| NER | Named-entity recognition | batch_69a2576518e0819096b35d8af7a4d1bd |
completed | Feb. 28, 2026, 2:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dc8df9708190976967ad4e45a597 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5de11a0ac81909247a98bbc317cf7 |
completed | March 2, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5febeeb908190a42d468edfe985ef |
completed | March 2, 2026, 9:18 p.m. |
Created at: Feb. 28, 2026, 2:30 a.m.