Triple
T19738461
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bill Daniels |
E474048
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object | Daniels & Associates |
—
|
NE NERFINISHED |
How this triple was built (3 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: Daniels & Associates | Statement: [Bill Daniels, employer, Daniels & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniels & Associates Context triple: [Bill Daniels, employer, Daniels & Associates]
-
A.
Davidson & Associates
Davidson & Associates was an American educational software and publishing company best known in gaming history as the mid-1990s parent company of Blizzard Entertainment.
-
B.
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.
-
C.
Drew Associates
Drew Associates was a pioneering American documentary film production company known for helping to establish the Direct Cinema movement in the 1960s through its innovative, observational style of filmmaking.
-
D.
Robert Donnell & Associates
Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
-
E.
Albert C. Martin & Associates
Albert C. Martin & Associates is a prominent Los Angeles–based architecture and engineering firm known for designing major commercial and civic buildings throughout Southern California.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniels & Associates Target entity description: Daniels & Associates was a pioneering cable television brokerage and investment firm founded by cable industry entrepreneur Bill Daniels.
-
A.
Davidson & Associates
Davidson & Associates was an American educational software and publishing company best known in gaming history as the mid-1990s parent company of Blizzard Entertainment.
-
B.
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.
-
C.
Drew Associates
Drew Associates was a pioneering American documentary film production company known for helping to establish the Direct Cinema movement in the 1960s through its innovative, observational style of filmmaking.
-
D.
Robert Donnell & Associates
Robert Donnell & Associates is the fictional Boston criminal defense law firm founded and led by attorney Bobby Donnell in the television series "The Practice."
-
E.
Albert C. Martin & Associates
Albert C. Martin & Associates is a prominent Los Angeles–based architecture and engineering firm known for designing major commercial and civic buildings throughout Southern California.
- F. None of above. chosen
Provenance (2 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_69d8e517ebd48190979ee76723bcfadf |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6515f6efc8190a3da113847464399 |
completed | April 20, 2026, 4:16 p.m. |
Created at: April 10, 2026, 1:47 p.m.