Triple

T6153289
Position Surface form Disambiguated ID Type / Status
Subject The Drew Carey Show E137256 entity
Predicate executiveProducer P7225 FINISHED
Object Deborah Oppenheimer
Deborah Oppenheimer is an American television producer best known for her work on popular sitcoms and for winning an Academy Award for the documentary "Into the Arms of Strangers: Stories of the Kindertransport."
E598746 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: Deborah Oppenheimer | Statement: [The Drew Carey Show, executiveProducer, Deborah Oppenheimer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deborah Oppenheimer
Context triple: [The Drew Carey Show, executiveProducer, Deborah Oppenheimer]
  • A. Deborah Pines
    Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
  • B. Deborah Waxman
    Deborah Waxman is an American rabbi and scholar who serves as a leading contemporary voice and institutional leader within Reconstructionist Judaism.
  • C. Deborah Kara Unger
    Deborah Kara Unger is a Canadian actress known for her intense, often edgy performances in films such as "Crash," "The Game," and "Silent Hill."
  • D. Debra Lerner Cohen
    Debra Lerner Cohen is a member of the prominent Lerner family, known for its significant influence in American real estate and professional sports ownership.
  • E. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • 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: Deborah Oppenheimer
Triple: [The Drew Carey Show, executiveProducer, Deborah Oppenheimer]
Generated description
Deborah Oppenheimer is an American television producer best known for her work on popular sitcoms and for winning an Academy Award for the documentary "Into the Arms of Strangers: Stories of the Kindertransport."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deborah Oppenheimer
Target entity description: Deborah Oppenheimer is an American television producer best known for her work on popular sitcoms and for winning an Academy Award for the documentary "Into the Arms of Strangers: Stories of the Kindertransport."
  • A. Deborah Pines
    Deborah Pines is an American physician and writer best known as the wife of journalist and author Tony Schwartz.
  • B. Deborah Waxman
    Deborah Waxman is an American rabbi and scholar who serves as a leading contemporary voice and institutional leader within Reconstructionist Judaism.
  • C. Deborah Kara Unger
    Deborah Kara Unger is a Canadian actress known for her intense, often edgy performances in films such as "Crash," "The Game," and "Silent Hill."
  • D. Debra Lerner Cohen
    Debra Lerner Cohen is a member of the prominent Lerner family, known for its significant influence in American real estate and professional sports ownership.
  • E. Janet Margolin
    Janet Margolin was an American film and television actress best known for her roles in movies such as "David and Lisa" and Woody Allen's "Annie Hall."
  • 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_69c008a45d008190832a9e19f5d63406 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05cffc7bc819092633a9e5f1abe2f completed March 22, 2026, 9:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c68564f0bc81909a310ec2026caa7f completed March 27, 2026, 1:25 p.m.
NEDg Description generation batch_69c6994dafac819097586bd23aee35c4 completed March 27, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_69c6ac08698c8190b8a0a9625492353b completed March 27, 2026, 4:10 p.m.
Created at: March 22, 2026, 4:16 p.m.