Triple

T21842372
Position Surface form Disambiguated ID Type / Status
Subject Danny Castellano E539285 entity
Predicate worksAt P7 FINISHED
Object Shulman & Associates
Shulman & Associates is the fictional New York City obstetrics and gynecology medical practice featured in the television series "The Mindy Project."
 E1504951 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: 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.
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: Shulman & Associates
Triple: [Danny Castellano, worksAt, Shulman & Associates]
Generated description
Shulman & Associates is the fictional New York City obstetrics and gynecology medical practice featured in the television series "The Mindy Project."
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 (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_69e0c476c3c88190a92d08ebb59a128a completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0a7ad76d48190a1905cfdbe866323 completed April 28, 2026, 12:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a4bc67a708190b79c1809f82c7b1d completed May 17, 2026, 11:14 p.m.
NEDg Description generation batch_6a0a4d7627148190a4a7dc915df49a26 completed May 17, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_6a0a4e2875fc819094a6079a0f40b112 completed May 17, 2026, 11:24 p.m.
Created at: April 16, 2026, 6:55 p.m.