Triple

T4502142
Position Surface form Disambiguated ID Type / Status
Subject Valerie Fleming E101245 entity
Predicate name P16 FINISHED
Object Valerie Fleming
Valerie Fleming is a relatively obscure individual whose publicly available information is insufficient to clearly identify a specific notable role or achievement.
 E452108 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: Valerie Fleming | Statement: [Valerie Fleming, name, Valerie Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Valerie Fleming
Context triple: [Valerie Fleming, name, Valerie Fleming]
  • A. Valerie Fleming
    Valerie Fleming is a Swiss long-distance runner who has competed internationally in events such as the marathon.
  • B. Amy Ferson
    Amy Ferson is an American journalist and commentator best known as the first wife of television personality and news anchor T. J. Holmes.
  • C. Lindy Robbins
    Lindy Robbins is an American songwriter known for crafting hit pop songs for major artists across the contemporary music industry.
  • D. Virginia Kelley
    Virginia Kelley was the mother of former U.S. President Bill Clinton and a nurse anesthetist from Arkansas whose life and memoir gained public attention during and after her son's political rise.
  • E. Joanna Cassidy
    Joanna Cassidy is an American actress best known for her roles in films like Blade Runner and Who Framed Roger Rabbit, as well as numerous television appearances.
  • 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: Valerie Fleming
Triple: [Valerie Fleming, name, Valerie Fleming]
Generated description
Valerie Fleming is a relatively obscure individual whose publicly available information is insufficient to clearly identify a specific notable role or achievement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Valerie Fleming
Target entity description: Valerie Fleming is a relatively obscure individual whose publicly available information is insufficient to clearly identify a specific notable role or achievement.
  • A. Valerie Fleming
    Valerie Fleming is a Swiss long-distance runner who has competed internationally in events such as the marathon.
  • B. Amy Ferson
    Amy Ferson is an American journalist and commentator best known as the first wife of television personality and news anchor T. J. Holmes.
  • C. Lindy Robbins
    Lindy Robbins is an American songwriter known for crafting hit pop songs for major artists across the contemporary music industry.
  • D. Virginia Kelley
    Virginia Kelley was the mother of former U.S. President Bill Clinton and a nurse anesthetist from Arkansas whose life and memoir gained public attention during and after her son's political rise.
  • E. Joanna Cassidy
    Joanna Cassidy is an American actress best known for her roles in films like Blade Runner and Who Framed Roger Rabbit, as well as numerous television appearances.
  • 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_69bd43d175248190894dc58b5b395c26 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56fb2bec8190b74b6a49d9475514 completed March 20, 2026, 2:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb901d6448190a2c89c0e1e9fbb9d completed March 20, 2026, 9:15 p.m.
NEDg Description generation batch_69bdc0583ba8819090deaca9a5921b98 completed March 20, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_69bdc0b4c40881908936cdaf4c6ad894 completed March 20, 2026, 9:48 p.m.
Created at: March 20, 2026, 1 p.m.