Triple

T22315714
Position Surface form Disambiguated ID Type / Status
Subject June Lockhart E551636 entity
Predicate spouse P13 FINISHED
Object John Maloney
John Maloney was the first husband of American actress June Lockhart, known primarily in relation to her rather than for a public career of his own.
 E1530185 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: John Maloney | Statement: [June Lockhart, spouse, John Maloney]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Maloney
Context triple: [June Lockhart, spouse, John Maloney]
  • A. John Maloney
    John Maloney is a software engineer best known for his work on the Squeak and Scratch programming environments alongside other members of the Smalltalk community.
  • B. Michael Shea
    Michael Shea was a prominent theater entrepreneur and impresario whose legacy in the performing arts is commemorated by the naming of Shea’s Performing Arts Center.
  • C. Michael Shea
    Michael Shea is a fictional character from the long-running American soap opera "As the World Turns," known primarily for his marriage to Lisa Miller Hughes.
  • D. Simon Dermott
    Simon Dermott is the charming, clever art expert and thief portrayed by Peter O’Toole in the 1966 heist comedy film "How to Steal a Million."
  • E. Colm Malone
    Colm Malone is an Irish former hurler who played as a midfielder for the Clare senior team during the 1990s.
  • 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: John Maloney
Triple: [June Lockhart, spouse, John Maloney]
Generated description
John Maloney was the first husband of American actress June Lockhart, known primarily in relation to her rather than for a public career of his own.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Maloney
Target entity description: John Maloney was the first husband of American actress June Lockhart, known primarily in relation to her rather than for a public career of his own.
  • A. John Maloney
    John Maloney is a software engineer best known for his work on the Squeak and Scratch programming environments alongside other members of the Smalltalk community.
  • B. Michael Shea
    Michael Shea was a prominent theater entrepreneur and impresario whose legacy in the performing arts is commemorated by the naming of Shea’s Performing Arts Center.
  • C. Michael Shea
    Michael Shea is a fictional character from the long-running American soap opera "As the World Turns," known primarily for his marriage to Lisa Miller Hughes.
  • D. Simon Dermott
    Simon Dermott is the charming, clever art expert and thief portrayed by Peter O’Toole in the 1966 heist comedy film "How to Steal a Million."
  • E. Colm Malone
    Colm Malone is an Irish former hurler who played as a midfielder for the Clare senior team during the 1990s.
  • 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_69e11e4776588190abb21e5cea79973f completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1575287688190aa642bb49b24f5a1 completed April 29, 2026, 12:56 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0accaa3b7c81908ffa1bddc6a65ee1 completed May 18, 2026, 8:24 a.m.
NEDg Description generation batch_6a0acd57919c8190a24a7e92d4c92f75 completed May 18, 2026, 8:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0acdf32f608190907c4f60265048e0 completed May 18, 2026, 8:29 a.m.
Created at: April 16, 2026, 8:42 p.m.