Triple

T15862991
Position Surface form Disambiguated ID Type / Status
Subject Lois Maxwell E384637 entity
Predicate birthName P65 FINISHED
Object Lois Ruth Hooker
Lois Ruth Hooker, better known by her stage name Lois Maxwell, was a Canadian actress most famous for originating the role of Miss Moneypenny in the James Bond film series.
 E1180917 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: Lois Ruth Hooker | Statement: [Lois Maxwell, birthName, Lois Ruth Hooker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lois Ruth Hooker
Context triple: [Lois Maxwell, birthName, Lois Ruth Hooker]
  • A. Lois Evans
    Lois Evans was a respected Christian author, speaker, and ministry leader, best known as the wife of pastor Tony Evans and for her influential work in women’s and family ministries.
  • B. Lois Welch
    Lois Welch is an American academic and literary scholar best known for her work preserving and promoting the legacy of her late husband, Native American author James Welch.
  • C. Lois Blossom
    Lois Blossom was the wife of American character actor and poet Roberts Blossom.
  • D. Mary Jane Clark
    Mary Jane Clark is an American author best known for her suspense and mystery novels, including the KEY News series.
  • E. Mary Lee Hartford
    Mary Lee Hartford was the second wife of American actor and producer Douglas Fairbanks Jr., known primarily for her marriage into the prominent Fairbanks family.
  • 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: Lois Ruth Hooker
Triple: [Lois Maxwell, birthName, Lois Ruth Hooker]
Generated description
Lois Ruth Hooker, better known by her stage name Lois Maxwell, was a Canadian actress most famous for originating the role of Miss Moneypenny in the James Bond film series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lois Ruth Hooker
Target entity description: Lois Ruth Hooker, better known by her stage name Lois Maxwell, was a Canadian actress most famous for originating the role of Miss Moneypenny in the James Bond film series.
  • A. Lois Evans
    Lois Evans was a respected Christian author, speaker, and ministry leader, best known as the wife of pastor Tony Evans and for her influential work in women’s and family ministries.
  • B. Lois Welch
    Lois Welch is an American academic and literary scholar best known for her work preserving and promoting the legacy of her late husband, Native American author James Welch.
  • C. Lois Blossom
    Lois Blossom was the wife of American character actor and poet Roberts Blossom.
  • D. Mary Jane Clark
    Mary Jane Clark is an American author best known for her suspense and mystery novels, including the KEY News series.
  • E. Mary Lee Hartford
    Mary Lee Hartford was the second wife of American actor and producer Douglas Fairbanks Jr., known primarily for her marriage into the prominent Fairbanks family.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555d38fc8190bd8820bb5b238b71 completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa9439db481908be2f6d8a3cfbc85 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa07df788190bae67f3d9a800331 completed May 9, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69ffaaa92a648190a09829ef3197223c completed May 9, 2026, 9:44 p.m.
Created at: April 10, 2026, 4:50 a.m.