Triple

T6651249
Position Surface form Disambiguated ID Type / Status
Subject Higgs E150825 entity
Predicate hasNotableBearer P458 FINISHED
Object Kathy Higgs-Coulthard
Kathy Higgs-Coulthard is an American author and educator known for her work in children's and young adult literature.
E609826 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: Kathy Higgs-Coulthard | Statement: [Higgs, hasNotableBearer, Kathy Higgs-Coulthard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kathy Higgs-Coulthard
Context triple: [Higgs, hasNotableBearer, Kathy Higgs-Coulthard]
  • A. Rachel Kempson
    Rachel Kempson was an English actress and matriarch of the Redgrave acting family, known for her extensive stage and film career.
  • B. Cathy Hughes
    Cathy Hughes is an American entrepreneur, radio and television personality, and media executive best known as the founder of the media company Urban One (formerly Radio One), a leading Black-owned media conglomerate in the United States.
  • C. Val Hoyle
    Val Hoyle is an American Democratic politician and U.S. Representative from Oregon known for her prior service in the Oregon House of Representatives, including as House Majority Leader.
  • D. Cathy Jennings
    Cathy Jennings is the longtime wife of American actor and voice actor Patrick Warburton.
  • E. Susan Fleming
    Susan Fleming was an American film actress and later television host best known for her 1930s movie roles and her long marriage to comedian Harpo Marx.
  • 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: Kathy Higgs-Coulthard
Triple: [Higgs, hasNotableBearer, Kathy Higgs-Coulthard]
Generated description
Kathy Higgs-Coulthard is an American author and educator known for her work in children's and young adult literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kathy Higgs-Coulthard
Target entity description: Kathy Higgs-Coulthard is an American author and educator known for her work in children's and young adult literature.
  • A. Rachel Kempson
    Rachel Kempson was an English actress and matriarch of the Redgrave acting family, known for her extensive stage and film career.
  • B. Cathy Hughes
    Cathy Hughes is an American entrepreneur, radio and television personality, and media executive best known as the founder of the media company Urban One (formerly Radio One), a leading Black-owned media conglomerate in the United States.
  • C. Val Hoyle
    Val Hoyle is an American Democratic politician and U.S. Representative from Oregon known for her prior service in the Oregon House of Representatives, including as House Majority Leader.
  • D. Cathy Jennings
    Cathy Jennings is the longtime wife of American actor and voice actor Patrick Warburton.
  • E. Susan Fleming
    Susan Fleming was an American film actress and later television host best known for her 1930s movie roles and her long marriage to comedian Harpo Marx.
  • 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_69c687f2c9508190a60b9aad31d3f358 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0458fb48190a76d8d1d6273a92b completed March 27, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6eefb3b6c8190ba797dc51966e3a5 completed March 27, 2026, 8:56 p.m.
NEDg Description generation batch_69c6f1ed97248190ab2253b3b2457f4f completed March 27, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69c6f2c18c0081908958b7ffeed7a787 completed March 27, 2026, 9:12 p.m.
Created at: March 27, 2026, 2:01 p.m.