Triple

T8215067
Position Surface form Disambiguated ID Type / Status
Subject Ward E191911 entity
Predicate hasNotableBearer P458 FINISHED
Object Barbara Ward
Barbara Ward was a British economist, writer, and pioneering environmentalist known for her influential work on global development, social justice, and sustainability.
E720477 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: Barbara Ward | Statement: [Ward, hasNotableBearer, Barbara Ward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barbara Ward
Context triple: [Ward, hasNotableBearer, Barbara Ward]
  • A. Joan Nuttall
    Joan Nuttall is a person notable enough to be recognized as a significant bearer of the surname Nuttall.
  • B. Barbara Holland
    Barbara Holland is a minor but beloved character from the Netflix series "Stranger Things," known as Nancy Wheeler’s loyal best friend whose mysterious disappearance becomes an early catalyst for the show's supernatural events.
  • C. Esther Milnes
    Esther Milnes was the wife of English writer and abolitionist Thomas Day, known for her connection to his literary and social reform circles in the 18th century.
  • D. Barbara Kyle
    Barbara Kyle is a British computer scientist known for her involvement in early work on programming language design and formal methods as part of the mid-20th-century UK computing community.
  • E. Eileen Sherwood
    Eileen Sherwood is a central character in the musical "Wonderful Town," portrayed as a charming, aspiring actress who moves to New York City with her sister to pursue her dreams.
  • 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: Barbara Ward
Triple: [Ward, hasNotableBearer, Barbara Ward]
Generated description
Barbara Ward was a British economist, writer, and pioneering environmentalist known for her influential work on global development, social justice, and sustainability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barbara Ward
Target entity description: Barbara Ward was a British economist, writer, and pioneering environmentalist known for her influential work on global development, social justice, and sustainability.
  • A. Joan Nuttall
    Joan Nuttall is a person notable enough to be recognized as a significant bearer of the surname Nuttall.
  • B. Barbara Holland
    Barbara Holland is a minor but beloved character from the Netflix series "Stranger Things," known as Nancy Wheeler’s loyal best friend whose mysterious disappearance becomes an early catalyst for the show's supernatural events.
  • C. Esther Milnes
    Esther Milnes was the wife of English writer and abolitionist Thomas Day, known for her connection to his literary and social reform circles in the 18th century.
  • D. Barbara Kyle
    Barbara Kyle is a British computer scientist known for her involvement in early work on programming language design and formal methods as part of the mid-20th-century UK computing community.
  • E. Eileen Sherwood
    Eileen Sherwood is a central character in the musical "Wonderful Town," portrayed as a charming, aspiring actress who moves to New York City with her sister to pursue her dreams.
  • 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_69ca82c8c054819087fedd9a5436b8a3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb776c5cd081908259b1c3d12285de completed March 31, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd34c010b48190b564fd365a5304d1 completed April 1, 2026, 3:07 p.m.
NEDg Description generation batch_69cd37a290508190b598f96220056041 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4e9d362481908283d58b03c7ef9b completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:44 p.m.