Triple

T5183099
Position Surface form Disambiguated ID Type / Status
Subject John Lee Hancock E116965 entity
Predicate spouse P13 FINISHED
Object Melissa Hancock
Melissa Hancock is known as the wife of American filmmaker John Lee Hancock, recognized for his work as a director and screenwriter.
E500741 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: Melissa Hancock | Statement: [John Lee Hancock, spouse, Melissa Hancock]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melissa Hancock
Context triple: [John Lee Hancock, spouse, Melissa Hancock]
  • A. Betsy Hassett
    Betsy Hassett is a New Zealand international footballer and midfielder who has represented her country at multiple FIFA Women’s World Cups and Olympic Games.
  • B. Elinor Quarles
    Elinor Quarles is a central fictional character in Aldous Huxley’s novel "Point Counter Point," representing the emotional and moral complexities of modern relationships.
  • C. Tricia McMillan
    Tricia McMillan, also known as Trillian, is a key human character in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, notable for her intelligence, adaptability, and role as a spacefaring adventurer.
  • D. Gail C. Murphy
    Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
  • E. Stephany Folsom
    Stephany Folsom is an American screenwriter best known for co-writing Pixar’s animated film "Toy Story 4" and contributing to various high-profile film and television projects.
  • 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: Melissa Hancock
Triple: [John Lee Hancock, spouse, Melissa Hancock]
Generated description
Melissa Hancock is known as the wife of American filmmaker John Lee Hancock, recognized for his work as a director and screenwriter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melissa Hancock
Target entity description: Melissa Hancock is known as the wife of American filmmaker John Lee Hancock, recognized for his work as a director and screenwriter.
  • A. Betsy Hassett
    Betsy Hassett is a New Zealand international footballer and midfielder who has represented her country at multiple FIFA Women’s World Cups and Olympic Games.
  • B. Elinor Quarles
    Elinor Quarles is a central fictional character in Aldous Huxley’s novel "Point Counter Point," representing the emotional and moral complexities of modern relationships.
  • C. Tricia McMillan
    Tricia McMillan, also known as Trillian, is a key human character in Douglas Adams' "The Hitchhiker's Guide to the Galaxy" series, notable for her intelligence, adaptability, and role as a spacefaring adventurer.
  • D. Gail C. Murphy
    Gail C. Murphy is a prominent Canadian computer scientist known for her influential research in software engineering, particularly in improving developer productivity and software evolution.
  • E. Stephany Folsom
    Stephany Folsom is an American screenwriter best known for co-writing Pixar’s animated film "Toy Story 4" and contributing to various high-profile film and television projects.
  • 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_69bd446140f08190becb93c61158f27f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd799d50388190bf2b7dfdd90949e9 completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0815d848190bacd5ec6a778d91e completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee58e4c748190bc216bd68c70e863 completed March 21, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69bee631b5e081908da0d0ffed1ff6b3 completed March 21, 2026, 6:40 p.m.
Created at: March 20, 2026, 1:46 p.m.