Triple

T4866659
Position Surface form Disambiguated ID Type / Status
Subject Joy Harjo E108987 entity
Predicate appointedBy P257 FINISHED
Object Librarian of Congress Carla Hayden
Librarian of Congress Carla Hayden is an American librarian and administrator who became the first woman and first African American to lead the Library of Congress.
E476933 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: Librarian of Congress Carla Hayden | Statement: [Joy Harjo, appointedBy, Librarian of Congress Carla Hayden]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Librarian of Congress Carla Hayden
Context triple: [Joy Harjo, appointedBy, Librarian of Congress Carla Hayden]
  • A. Susan Brotman
    Susan Brotman is an American philanthropist best known for her extensive charitable work in the Seattle area and her role alongside her late husband, Costco co-founder Jeffrey Brotman, in supporting arts, education, and community organizations.
  • B. Elinor Quarles
    Elinor Quarles is a central fictional character in Aldous Huxley’s novel "Point Counter Point," representing the emotional and moral complexities of modern relationships.
  • C. Carole Shorenstein Hays
    Carole Shorenstein Hays is an American theatrical producer and former co-owner of San Francisco’s Curran Theatre, known for bringing major Broadway productions to the West Coast.
  • D. Gail J. McGovern
    Gail J. McGovern is an American business executive and nonprofit leader best known for serving as president and CEO of the American Red Cross.
  • E. Carla J. Shatz
    Carla J. Shatz is an influential American neuroscientist renowned for her pioneering work on activity-dependent development and plasticity in the visual system and the brain.
  • 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: Librarian of Congress Carla Hayden
Triple: [Joy Harjo, appointedBy, Librarian of Congress Carla Hayden]
Generated description
Librarian of Congress Carla Hayden is an American librarian and administrator who became the first woman and first African American to lead the Library of Congress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Librarian of Congress Carla Hayden
Target entity description: Librarian of Congress Carla Hayden is an American librarian and administrator who became the first woman and first African American to lead the Library of Congress.
  • A. Susan Brotman
    Susan Brotman is an American philanthropist best known for her extensive charitable work in the Seattle area and her role alongside her late husband, Costco co-founder Jeffrey Brotman, in supporting arts, education, and community organizations.
  • B. Elinor Quarles
    Elinor Quarles is a central fictional character in Aldous Huxley’s novel "Point Counter Point," representing the emotional and moral complexities of modern relationships.
  • C. Carole Shorenstein Hays
    Carole Shorenstein Hays is an American theatrical producer and former co-owner of San Francisco’s Curran Theatre, known for bringing major Broadway productions to the West Coast.
  • D. Gail J. McGovern
    Gail J. McGovern is an American business executive and nonprofit leader best known for serving as president and CEO of the American Red Cross.
  • E. Carla J. Shatz
    Carla J. Shatz is an influential American neuroscientist renowned for her pioneering work on activity-dependent development and plasticity in the visual system and the brain.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7a42f88190bb1ef7261bcbc2a8 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67e5d96c8190b2a509d9fb81211a completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be693b36b08190a0de648f0c5bdc60 completed March 21, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_69be69a16b0c8190b0a787bb54b31fc3 completed March 21, 2026, 9:49 a.m.
Created at: March 20, 2026, 1:26 p.m.