Triple

T4730476
Position Surface form Disambiguated ID Type / Status
Subject Lorenzo Semple Jr. E104992 entity
Predicate spouse P13 FINISHED
Object Joyce Miller Semple
Joyce Miller Semple is known primarily as the wife of American screenwriter Lorenzo Semple Jr., a prominent figure in film and television.
E642486 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: Joyce Miller Semple | Statement: [Lorenzo Semple Jr., spouse, Joyce Miller Semple]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joyce Miller Semple
Context triple: [Lorenzo Semple Jr., spouse, Joyce Miller Semple]
  • A. Mildred Anne Miller
    Mildred Anne Miller was the longtime wife of U.S. House Speaker Tip O’Neill and a prominent political spouse known for her support of his decades-long political career.
  • B. Marjorie Nelson
    Marjorie Nelson was an American actress known for her work on stage and screen and for being married to fellow actor Howard Da Silva.
  • C. Edith Lyons
    Edith Lyons is a central character in the British dystopian drama series "Years and Years," known for her political activism and pivotal role in the show's depiction of a near-future UK.
  • D. Helen Day Miller
    Helen Day Miller was the wife of 19th-century American railroad magnate and financier Jay Gould.
  • E. Joy Dirksen Baker
    Joy Dirksen Baker was an American political figure and the wife of U.S. Senator and Senate Majority Leader Howard Baker, known for her involvement in Republican Party activities.
  • 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: Joyce Miller Semple
Triple: [Lorenzo Semple Jr., spouse, Joyce Miller Semple]
Generated description
Joyce Miller Semple is known primarily as the wife of American screenwriter Lorenzo Semple Jr., a prominent figure in film and television.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joyce Miller Semple
Target entity description: Joyce Miller Semple is known primarily as the wife of American screenwriter Lorenzo Semple Jr., a prominent figure in film and television.
  • A. Mildred Anne Miller
    Mildred Anne Miller was the longtime wife of U.S. House Speaker Tip O’Neill and a prominent political spouse known for her support of his decades-long political career.
  • B. Marjorie Nelson
    Marjorie Nelson was an American actress known for her work on stage and screen and for being married to fellow actor Howard Da Silva.
  • C. Edith Lyons
    Edith Lyons is a central character in the British dystopian drama series "Years and Years," known for her political activism and pivotal role in the show's depiction of a near-future UK.
  • D. Helen Day Miller
    Helen Day Miller was the wife of 19th-century American railroad magnate and financier Jay Gould.
  • E. Joy Dirksen Baker
    Joy Dirksen Baker was an American political figure and the wife of U.S. Senator and Senate Majority Leader Howard Baker, known for her involvement in Republican Party activities.
  • 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_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64629bc081908754aa8a2630091f completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c6a0fdc8190be37008d4f036e51 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79e48056081909eac95bf6ebdb209 completed March 28, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_69c79f0b2a6c819091a2d72942f8f8c5 completed March 28, 2026, 9:27 a.m.
Created at: March 20, 2026, 1:19 p.m.