Triple

T2705742
Position Surface form Disambiguated ID Type / Status
Subject Portland Pilots women's soccer E59336 entity
Predicate headCoach P256 FINISHED
Object Michelle French
Michelle French is an American soccer coach and former U.S. international player known for leading the University of Portland Pilots women's soccer program.
E290026 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: Michelle French | Statement: [Portland Pilots women's soccer, headCoach, Michelle French]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michelle French
Context triple: [Portland Pilots women's soccer, headCoach, Michelle French]
  • A. Michelle Stevens
    Michelle Stevens is a relatively common personal name that may refer to multiple individuals across different fields, rather than a single widely recognized public figure.
  • B. Emily Carmichael
    Emily Carmichael is an American filmmaker and screenwriter known for her work on genre films such as Pacific Rim: Uprising and for her distinctive, imaginative storytelling style.
  • C. Emily Dreyfuss
    Emily Dreyfuss is an American journalist and writer known for her work on technology, politics, and digital culture for outlets such as WIRED and the Harvard Shorenstein Center.
  • D. Rachel Stevens
    Rachel Stevens is an English singer, actress, and television personality best known as a member of the pop group S Club 7 and for her subsequent solo music career.
  • E. Isabel O'Sullivan
    Isabel O'Sullivan is a student at St. Clare's and one of the central schoolgirl characters in Enid Blyton's "St. Clare's" series.
  • 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: Michelle French
Triple: [Portland Pilots women's soccer, headCoach, Michelle French]
Generated description
Michelle French is an American soccer coach and former U.S. international player known for leading the University of Portland Pilots women's soccer program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michelle French
Target entity description: Michelle French is an American soccer coach and former U.S. international player known for leading the University of Portland Pilots women's soccer program.
  • A. Michelle Stevens
    Michelle Stevens is a relatively common personal name that may refer to multiple individuals across different fields, rather than a single widely recognized public figure.
  • B. Emily Carmichael
    Emily Carmichael is an American filmmaker and screenwriter known for her work on genre films such as Pacific Rim: Uprising and for her distinctive, imaginative storytelling style.
  • C. Emily Dreyfuss
    Emily Dreyfuss is an American journalist and writer known for her work on technology, politics, and digital culture for outlets such as WIRED and the Harvard Shorenstein Center.
  • D. Rachel Stevens
    Rachel Stevens is an English singer, actress, and television personality best known as a member of the pop group S Club 7 and for her subsequent solo music career.
  • E. Isabel O'Sullivan
    Isabel O'Sullivan is a student at St. Clare's and one of the central schoolgirl characters in Enid Blyton's "St. Clare's" series.
  • 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_69ab4ac66bc88190b9e4afa5fc843f72 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abda559a908190ad5d92c11a398a03 completed March 7, 2026, 7:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69afaf7c22a4819096ff9effe9e0d77d completed March 10, 2026, 5:43 a.m.
NEDg Description generation batch_69afb039cdcc8190953368c1f6757503 completed March 10, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69afb0c27ee48190a319fd2fab02f755 completed March 10, 2026, 5:48 a.m.
Created at: March 6, 2026, 9:55 p.m.