Triple
T15962060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billy McBride |
E387085
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Cooperman McBride law firm
Cooperman McBride law firm is the fictional legal practice where attorney Billy McBride works in the television series "Goliath."
|
E1187041
|
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: Cooperman McBride law firm | Statement: [Billy McBride, associatedWith, Cooperman McBride law firm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooperman McBride law firm Context triple: [Billy McBride, associatedWith, Cooperman McBride law firm]
-
A.
Russell Diplock & Associates
Russell Diplock & Associates is an architectural firm known for designing major public and commercial buildings in the United Kingdom, including prominent venues such as the Brighton Centre.
-
B.
Hamlin, Hamlin & McGill
Hamlin, Hamlin & McGill is a prominent Albuquerque law firm featured in the television series "Better Call Saul," known for employing key characters including Chuck and Jimmy McGill.
-
C.
Clivillés & Cole
Clivillés & Cole were a prominent American production and remix duo, best known for their work as C+C Music Factory and for shaping early 1990s dance and pop music.
-
D.
Cobb, Fendley & Associates
Cobb, Fendley & Associates is an architecture and engineering firm known for providing design and technical services on major civic and cultural projects.
-
E.
Hasbrouck Donovan
Hasbrouck Donovan is one of the children of American basketball coach Billy Donovan.
- 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: Cooperman McBride law firm Triple: [Billy McBride, associatedWith, Cooperman McBride law firm]
Generated description
Cooperman McBride law firm is the fictional legal practice where attorney Billy McBride works in the television series "Goliath."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooperman McBride law firm Target entity description: Cooperman McBride law firm is the fictional legal practice where attorney Billy McBride works in the television series "Goliath."
-
A.
Russell Diplock & Associates
Russell Diplock & Associates is an architectural firm known for designing major public and commercial buildings in the United Kingdom, including prominent venues such as the Brighton Centre.
-
B.
Hamlin, Hamlin & McGill
Hamlin, Hamlin & McGill is a prominent Albuquerque law firm featured in the television series "Better Call Saul," known for employing key characters including Chuck and Jimmy McGill.
-
C.
Clivillés & Cole
Clivillés & Cole were a prominent American production and remix duo, best known for their work as C+C Music Factory and for shaping early 1990s dance and pop music.
-
D.
Cobb, Fendley & Associates
Cobb, Fendley & Associates is an architecture and engineering firm known for providing design and technical services on major civic and cultural projects.
-
E.
Hasbrouck Donovan
Hasbrouck Donovan is one of the children of American basketball coach Billy Donovan.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15700651c819091c1cc4f60894c35 |
completed | April 16, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffbe827d248190adbfd41f55638ebd |
completed | May 9, 2026, 11:08 p.m. |
| NEDg | Description generation | batch_69ffbffcbd748190a666eca28cf44ad5 |
completed | May 9, 2026, 11:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc09df25481908674f306b0f96f95 |
completed | May 9, 2026, 11:17 p.m. |
Created at: April 10, 2026, 4:53 a.m.