Triple

T7567853
Position Surface form Disambiguated ID Type / Status
Subject Valarie Pettiford E178964 entity
Predicate notableWork P4 FINISHED
Object The Family Business
The Family Business is an American crime drama television series that follows the powerful Duncan family as they juggle their high-end exotic car dealership with their dangerous underworld operations.
 E673978 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: The Family Business | Statement: [Valarie Pettiford, notableWork, The Family Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Family Business
Context triple: [Valarie Pettiford, notableWork, The Family Business]
  • A. The Family Trade
    The Family Trade is a science fiction novel by Charles Stross that follows a journalist who discovers she can travel between parallel worlds and becomes embroiled in the politics and intrigues of a powerful interdimensional trading clan.
  • B. A Family Affair
    A Family Affair is a 1962 Broadway musical comedy with music by John Kander that marked the first Broadway directing credit of legendary producer-director Harold Prince.
  • C. A Family Affair
    A Family Affair is a 1937 American comedy-drama film that introduced the popular Hardy family characters and launched the long-running Andy Hardy film series.
  • D. The Family Meeting
    "The Family Meeting" is a short story by Washington Irving included in his 1822 collection "Bracebridge Hall; or, The Humorists," depicting the customs and dynamics of an English country household.
  • E. It Runs in the Family
    It Runs in the Family is a 2003 comedy-drama film featuring multiple generations of the Douglas acting family, including Kirk, Michael, and Cameron Douglas.
  • 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: The Family Business
Triple: [Valarie Pettiford, notableWork, The Family Business]
Generated description
The Family Business is an American crime drama television series that follows the powerful Duncan family as they juggle their high-end exotic car dealership with their dangerous underworld operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Family Business
Target entity description: The Family Business is an American crime drama television series that follows the powerful Duncan family as they juggle their high-end exotic car dealership with their dangerous underworld operations.
  • A. The Family Trade
    The Family Trade is a science fiction novel by Charles Stross that follows a journalist who discovers she can travel between parallel worlds and becomes embroiled in the politics and intrigues of a powerful interdimensional trading clan.
  • B. A Family Affair
    A Family Affair is a 1962 Broadway musical comedy with music by John Kander that marked the first Broadway directing credit of legendary producer-director Harold Prince.
  • C. A Family Affair
    A Family Affair is a 1937 American comedy-drama film that introduced the popular Hardy family characters and launched the long-running Andy Hardy film series.
  • D. The Family Meeting
    "The Family Meeting" is a short story by Washington Irving included in his 1822 collection "Bracebridge Hall; or, The Humorists," depicting the customs and dynamics of an English country household.
  • E. It Runs in the Family
    It Runs in the Family is a 2003 comedy-drama film featuring multiple generations of the Douglas acting family, including Kirk, Michael, and Cameron Douglas.
  • 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_69c69f2f80288190b95cceb4da92ab2b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f91d9bfc8190af6f5f8211c3dda2 completed March 27, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856e0c23481908fc59ecc318840ba completed March 28, 2026, 10:32 p.m.
NEDg Description generation batch_69c858e260d0819084df667d5aec53f7 completed March 28, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69c859790e8881908a78449f40d528d8 completed March 28, 2026, 10:43 p.m.
Created at: March 27, 2026, 3:51 p.m.