Triple
T9277350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ezra Newman |
E222981
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Louis Tamburino
Louis Tamburino is a researcher known for co-authoring scholarly work with physicist Ezra Newman, likely in the field of general relativity or theoretical physics.
|
E788873
|
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: Louis Tamburino | Statement: [Ezra Newman, coAuthorWith, Louis Tamburino]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Tamburino Context triple: [Ezra Newman, coAuthorWith, Louis Tamburino]
-
A.
Joseph D'Alesandro
Joseph D'Alesandro is a member of the prominent D'Alesandro political family from Baltimore, Maryland.
-
B.
Frank Basile
Frank Basile is an American jazz baritone saxophonist and bandleader known for his work in the New York jazz scene.
-
C.
Lou Lombardo
Lou Lombardo was a film editor known for his work on notable movies including the romantic comedy-drama "Moonstruck."
-
D.
Louis Mantin
Louis Mantin was a wealthy 19th-century French bourgeois collector and patron of the arts, best known for commissioning the richly decorated Maison Mantin in Moulins.
-
E.
Ed Furillo
Ed Furillo is a tough, cynical middle-aged man grappling with a midlife crisis in the comedy film "City Slickers," where he joins friends on a cattle drive to rediscover purpose and meaning.
- 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: Louis Tamburino Triple: [Ezra Newman, coAuthorWith, Louis Tamburino]
Generated description
Louis Tamburino is a researcher known for co-authoring scholarly work with physicist Ezra Newman, likely in the field of general relativity or theoretical physics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Tamburino Target entity description: Louis Tamburino is a researcher known for co-authoring scholarly work with physicist Ezra Newman, likely in the field of general relativity or theoretical physics.
-
A.
Joseph D'Alesandro
Joseph D'Alesandro is a member of the prominent D'Alesandro political family from Baltimore, Maryland.
-
B.
Frank Basile
Frank Basile is an American jazz baritone saxophonist and bandleader known for his work in the New York jazz scene.
-
C.
Lou Lombardo
Lou Lombardo was a film editor known for his work on notable movies including the romantic comedy-drama "Moonstruck."
-
D.
Louis Mantin
Louis Mantin was a wealthy 19th-century French bourgeois collector and patron of the arts, best known for commissioning the richly decorated Maison Mantin in Moulins.
-
E.
Ed Furillo
Ed Furillo is a tough, cynical middle-aged man grappling with a midlife crisis in the comedy film "City Slickers," where he joins friends on a cattle drive to rediscover purpose and meaning.
- 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_69ca842123588190b3f2e1a69037d141 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd07c95a98819098528b7ada37ddc1 |
completed | April 1, 2026, 11:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d09c467a2881909a4c4aafdc2490f0 |
completed | April 4, 2026, 5:06 a.m. |
| NEDg | Description generation | batch_69d09d6cc45c8190b6cb44212ccfcbc8 |
completed | April 4, 2026, 5:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d09e2450048190b5aa31507e54d6c8 |
completed | April 4, 2026, 5:14 a.m. |
Created at: March 30, 2026, 7:34 p.m.