Triple

T14854674
Position Surface form Disambiguated ID Type / Status
Subject Cloudy with a Chance of Meatballs E349320 entity
Predicate basedOnWorkBy P2806 FINISHED
Object Judi Barrett
Judi Barrett is an American children's book author best known for writing the imaginative picture book "Cloudy with a Chance of Meatballs."
E1124811 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: Judi Barrett | Statement: [Cloudy with a Chance of Meatballs, basedOnWorkBy, Judi Barrett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Judi Barrett
Context triple: [Cloudy with a Chance of Meatballs, basedOnWorkBy, Judi Barrett]
  • A. Barbara Dickson
    Barbara Dickson is a Scottish singer and actress known for her folk-inspired pop music and roles in musical theatre, including the hit musical "Blood Brothers."
  • B. Ruth Martin
    Ruth Martin is a fictional character from the soap opera "All My Children," known as a matriarchal figure in the Martin family.
  • C. Barbara McDougall
    Barbara McDougall is a Canadian politician and former Progressive Conservative cabinet minister who served prominently in federal government roles in the late 20th century.
  • D. Barbara Marshall
    Barbara Marshall is best known as the longtime wife of late American director and producer Garry Marshall, with whom she shared a decades-long marriage and three children.
  • E. Judith Durham
    Judith Durham was an Australian singer and musician best known as the lead vocalist of the folk-pop group The Seekers.
  • 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: Judi Barrett
Triple: [Cloudy with a Chance of Meatballs, basedOnWorkBy, Judi Barrett]
Generated description
Judi Barrett is an American children's book author best known for writing the imaginative picture book "Cloudy with a Chance of Meatballs."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Judi Barrett
Target entity description: Judi Barrett is an American children's book author best known for writing the imaginative picture book "Cloudy with a Chance of Meatballs."
  • A. Barbara Dickson
    Barbara Dickson is a Scottish singer and actress known for her folk-inspired pop music and roles in musical theatre, including the hit musical "Blood Brothers."
  • B. Ruth Martin
    Ruth Martin is a fictional character from the soap opera "All My Children," known as a matriarchal figure in the Martin family.
  • C. Barbara McDougall
    Barbara McDougall is a Canadian politician and former Progressive Conservative cabinet minister who served prominently in federal government roles in the late 20th century.
  • D. Barbara Marshall
    Barbara Marshall is best known as the longtime wife of late American director and producer Garry Marshall, with whom she shared a decades-long marriage and three children.
  • E. Judith Durham
    Judith Durham was an Australian singer and musician best known as the lead vocalist of the folk-pop group The Seekers.
  • 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_69d822ed7e1881909b90fca143ad7e34 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded44318f0819080b6c599f2d3474f completed April 14, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b4ce76881909bf4a967da9357ae completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6d0b343481908c5e53bfab610b92 completed May 8, 2026, 11:08 p.m.
NED2 Entity disambiguation (via description) batch_69fe6d831cf88190a90a521b40e47120 completed May 8, 2026, 11:10 p.m.
Created at: April 10, 2026, 1:54 a.m.