Triple
T21842372
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danny Castellano |
E539285
|
entity |
| Predicate | worksAt |
P7
|
FINISHED |
| Object | Shulman & 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: Shulman & Associates | Statement: [Danny Castellano, worksAt, Shulman & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shulman & Associates Context triple: [Danny Castellano, worksAt, Shulman & Associates]
-
A.
Sigmund Soudack & Associates
Sigmund Soudack & Associates is a Canadian structural engineering firm known for designing prominent high-rise and complex building projects, including landmark towers.
-
B.
Orenstein & Koppel
Orenstein & Koppel was a German engineering company best known for manufacturing locomotives, rail vehicles, and heavy industrial machinery in the late 19th and 20th centuries.
-
C.
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.
-
D.
Melvin Simon & Associates
Melvin Simon & Associates was a major American shopping mall development and management company founded by Melvin Simon, known for building and operating numerous retail centers across the United States.
-
E.
Moses, Kahn & Jacobs
Moses, Kahn & Jacobs was a mid-20th-century American architectural and engineering firm known for its work on major infrastructure and public works projects in New York City.
- 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: Shulman & Associates Target entity description: Shulman & Associates is the fictional New York City obstetrics and gynecology medical practice featured in the television series "The Mindy Project."
-
A.
Sigmund Soudack & Associates
Sigmund Soudack & Associates is a Canadian structural engineering firm known for designing prominent high-rise and complex building projects, including landmark towers.
-
B.
Orenstein & Koppel
Orenstein & Koppel was a German engineering company best known for manufacturing locomotives, rail vehicles, and heavy industrial machinery in the late 19th and 20th centuries.
-
C.
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.
-
D.
Melvin Simon & Associates
Melvin Simon & Associates was a major American shopping mall development and management company founded by Melvin Simon, known for building and operating numerous retail centers across the United States.
-
E.
Moses, Kahn & Jacobs
Moses, Kahn & Jacobs was a mid-20th-century American architectural and engineering firm known for its work on major infrastructure and public works projects in New York City.
- 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_69e0c476c3c88190a92d08ebb59a128a |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0a7ad76d48190a1905cfdbe866323 |
completed | April 28, 2026, 12:27 p.m. |
Created at: April 16, 2026, 6:55 p.m.