Triple

T4559812
Position Surface form Disambiguated ID Type / Status
Subject Love & Mercy E120564 entity
Predicate character P662 FINISHED
Object Melinda Ledbetter
Melinda Ledbetter is a former model and talent agent best known as the wife of Beach Boys co-founder Brian Wilson, whose relationship with him is prominently depicted in the film "Love & Mercy."
 E452266 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: Melinda Ledbetter | Statement: [Love & Mercy, character, Melinda Ledbetter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Melinda Ledbetter
Context triple: [Love & Mercy, character, Melinda Ledbetter]
  • A. Gayle E. Harris
    Gayle E. Harris is an American Episcopal bishop who has served as a suffragan bishop in the Episcopal Diocese of Massachusetts, known for her leadership in social justice and church ministry.
  • B. Lynn Petra Alexander
    Lynn Petra Alexander is the birth name of Lynn Margulis, the influential American biologist best known for her work on the endosymbiotic theory of eukaryotic cell evolution.
  • C. Lilly Ledbetter
    Lilly Ledbetter is an American former Goodyear employee and equal pay activist whose pay discrimination case led to the landmark Lilly Ledbetter Fair Pay Act of 2009.
  • D. Janet McKenzie Hill
    Janet McKenzie Hill was an influential American cookbook author and early 20th-century culinary educator known for popularizing scientific home cooking and baking.
  • E. Dawn Clark Netsch
    Dawn Clark Netsch was an American lawyer, law professor, and pioneering Illinois politician who became the first woman elected to statewide executive office in Illinois as comptroller and was known for her advocacy of government ethics and tax reform.
  • 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: Melinda Ledbetter
Triple: [Love & Mercy, character, Melinda Ledbetter]
Generated description
Melinda Ledbetter is a former model and talent agent best known as the wife of Beach Boys co-founder Brian Wilson, whose relationship with him is prominently depicted in the film "Love & Mercy."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Melinda Ledbetter
Target entity description: Melinda Ledbetter is a former model and talent agent best known as the wife of Beach Boys co-founder Brian Wilson, whose relationship with him is prominently depicted in the film "Love & Mercy."
  • A. Gayle E. Harris
    Gayle E. Harris is an American Episcopal bishop who has served as a suffragan bishop in the Episcopal Diocese of Massachusetts, known for her leadership in social justice and church ministry.
  • B. Lynn Petra Alexander
    Lynn Petra Alexander is the birth name of Lynn Margulis, the influential American biologist best known for her work on the endosymbiotic theory of eukaryotic cell evolution.
  • C. Lilly Ledbetter
    Lilly Ledbetter is an American former Goodyear employee and equal pay activist whose pay discrimination case led to the landmark Lilly Ledbetter Fair Pay Act of 2009.
  • D. Janet McKenzie Hill
    Janet McKenzie Hill was an influential American cookbook author and early 20th-century culinary educator known for popularizing scientific home cooking and baking.
  • E. Dawn Clark Netsch
    Dawn Clark Netsch was an American lawyer, law professor, and pioneering Illinois politician who became the first woman elected to statewide executive office in Illinois as comptroller and was known for her advocacy of government ethics and tax reform.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd582b871c8190be0b70c76d639000 completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc593eaf881908a9043366230b391 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc5f0b52c8190bbfa2a6a22d56725 completed March 20, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69bdc63b1e0881908f861f7c9c5ce3ac completed March 20, 2026, 10:12 p.m.
Created at: March 20, 2026, 1:09 p.m.