Triple
T13626619
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berry |
E325598
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Leonard Berry
Leonard Berry is a prominent American marketing scholar best known for his pioneering work in services marketing and customer loyalty.
|
E1051641
|
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: Leonard Berry | Statement: [Berry, hasNotableBearer, Leonard Berry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leonard Berry Context triple: [Berry, hasNotableBearer, Leonard Berry]
-
A.
James Martin
James Martin is a timid yet resourceful haberdasher who becomes an unlikely hero among the survivors in the disaster film "The Poseidon Adventure."
-
B.
James Martin
James Martin was a British technology and futures scholar, author, and philanthropist known for his influential work on the impact of computing and for endowing major research initiatives on global challenges.
-
C.
James Martin
James Martin was a British engineer and aircraft designer best known as the co-founder of Martin-Baker, a company renowned for its pioneering ejection seat technology.
-
D.
James Ritz
James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
-
E.
Neil Hamburger
Neil Hamburger is the alter ego of American comedian Gregg Turkington, known for his deliberately awkward, anti-comedy stand-up persona and offbeat comedy albums.
- 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: Leonard Berry Triple: [Berry, hasNotableBearer, Leonard Berry]
Generated description
Leonard Berry is a prominent American marketing scholar best known for his pioneering work in services marketing and customer loyalty.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leonard Berry Target entity description: Leonard Berry is a prominent American marketing scholar best known for his pioneering work in services marketing and customer loyalty.
-
A.
James Martin
James Martin is a timid yet resourceful haberdasher who becomes an unlikely hero among the survivors in the disaster film "The Poseidon Adventure."
-
B.
James Martin
James Martin was a British technology and futures scholar, author, and philanthropist known for his influential work on the impact of computing and for endowing major research initiatives on global challenges.
-
C.
James Martin
James Martin was a British engineer and aircraft designer best known as the co-founder of Martin-Baker, a company renowned for its pioneering ejection seat technology.
-
D.
James Ritz
James Ritz is a screenwriter best known for co-writing the 1977 action-comedy film "Grand Theft Auto," one of Ron Howard’s early directing projects.
-
E.
Neil Hamburger
Neil Hamburger is the alter ego of American comedian Gregg Turkington, known for his deliberately awkward, anti-comedy stand-up persona and offbeat comedy albums.
- 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_69d8076aae28819092cf636190ee5529 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbbe9c72c88190be3d7a3f2e96afbc |
completed | April 12, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f77fa6a46881909d381d76d391f5b7 |
completed | May 3, 2026, 5:02 p.m. |
| NEDg | Description generation | batch_69f782c41634819096b0939c6c917259 |
completed | May 3, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f78366eca88190be313c3a1b1e23ff |
completed | May 3, 2026, 5:18 p.m. |
Created at: April 9, 2026, 9:51 p.m.