Triple

T6628174
Position Surface form Disambiguated ID Type / Status
Subject The O.C. E149854 entity
Predicate mainCharacter P1183 FINISHED
Object Sandy Cohen
Sandy Cohen is a principled public defender and devoted father on the television drama "The O.C.," known for his moral compass, wit, and central role in the Cohen family.
 E600945 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: Sandy Cohen | Statement: [The O.C., mainCharacter, Sandy Cohen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sandy Cohen
Context triple: [The O.C., mainCharacter, Sandy Cohen]
  • A. Sandy Cohen
    Sandy Cohen is best known as the wife of the late American actor Danny Aiello.
  • B. Sandy Lieberson
    Sandy Lieberson is a British film producer known for his influential work in 1970s and 1980s cinema and for helping develop emerging filmmakers and projects in the UK film industry.
  • C. Betty Cohen
    Betty Cohen is an American television executive best known as the founding president of Cartoon Network and a pioneering figure in cable children’s programming.
  • D. Sally Grossman
    Sally Grossman was an American figure in the 1960s folk and rock scene, best known for appearing on the iconic cover of Bob Dylan’s album "Bringing It All Back Home."
  • E. Sydney Shapiro
    Sydney Shapiro is an American actress and former model best known as the wife of Uber CEO Dara Khosrowshahi.
  • 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: Sandy Cohen
Triple: [The O.C., mainCharacter, Sandy Cohen]
Generated description
Sandy Cohen is a principled public defender and devoted father on the television drama "The O.C.," known for his moral compass, wit, and central role in the Cohen family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sandy Cohen
Target entity description: Sandy Cohen is a principled public defender and devoted father on the television drama "The O.C.," known for his moral compass, wit, and central role in the Cohen family.
  • A. Sandy Cohen
    Sandy Cohen is best known as the wife of the late American actor Danny Aiello.
  • B. Sandy Lieberson
    Sandy Lieberson is a British film producer known for his influential work in 1970s and 1980s cinema and for helping develop emerging filmmakers and projects in the UK film industry.
  • C. Betty Cohen
    Betty Cohen is an American television executive best known as the founding president of Cartoon Network and a pioneering figure in cable children’s programming.
  • D. Sally Grossman
    Sally Grossman was an American figure in the 1960s folk and rock scene, best known for appearing on the iconic cover of Bob Dylan’s album "Bringing It All Back Home."
  • E. Sydney Shapiro
    Sydney Shapiro is an American actress and former model best known as the wife of Uber CEO Dara Khosrowshahi.
  • 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_69c687ee50048190aa151765bef16193 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6afa2e4a48190ba3c70013bab14f2 completed March 27, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbeb04348190957b8e5f098b72bf completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd0a98908190a5725c49bad7589d completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6cdcf14508190876faa73f5eec884 completed March 27, 2026, 6:34 p.m.
Created at: March 27, 2026, 1:59 p.m.