Triple

T357463
Position Surface form Disambiguated ID Type / Status
Subject New York's 28th congressional district E7575 entity
Predicate lastRepresentedBy P3710 FINISHED
Object Louise Slaughter
Louise Slaughter was a long-serving Democratic member of the U.S. House of Representatives from New York, known for her work on health care, women's rights, and as the first woman to chair the House Rules Committee.
E45284 NE FINISHED

How this triple was built (5 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: Louise Slaughter | Statement: [New York's 28th congressional district, lastRepresentedBy, Louise Slaughter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louise Slaughter
Context triple: [New York's 28th congressional district, lastRepresentedBy, Louise Slaughter]
  • A. Ann Fleischer
    Ann Fleischer is best known as the first wife of former U.S. Secretary of State and Nobel Peace Prize laureate Henry Kissinger.
  • B. April H. Foley
    April H. Foley is an American diplomat and public servant best known for serving as the U.S. Ambassador to Hungary.
  • C. Nancy Pelosi
    Nancy Pelosi is an American politician who served as the first female Speaker of the United States House of Representatives and a longtime leader of the Democratic Party in Congress.
  • D. Lore Harp McGovern
    Lore Harp McGovern is an entrepreneur and philanthropist best known for co-founding the McGovern Institute for Brain Research at MIT and supporting neuroscience and technology initiatives.
  • E. Barney Frank
    Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
  • 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: Louise Slaughter
Triple: [New York's 28th congressional district, lastRepresentedBy, Louise Slaughter]
Generated description
Louise Slaughter was a long-serving Democratic member of the U.S. House of Representatives from New York, known for her work on health care, women's rights, and as the first woman to chair the House Rules Committee.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louise Slaughter
Target entity description: Louise Slaughter was a long-serving Democratic member of the U.S. House of Representatives from New York, known for her work on health care, women's rights, and as the first woman to chair the House Rules Committee.
  • A. Ann Fleischer
    Ann Fleischer is best known as the first wife of former U.S. Secretary of State and Nobel Peace Prize laureate Henry Kissinger.
  • B. April H. Foley
    April H. Foley is an American diplomat and public servant best known for serving as the U.S. Ambassador to Hungary.
  • C. Nancy Pelosi
    Nancy Pelosi is an American politician who served as the first female Speaker of the United States House of Representatives and a longtime leader of the Democratic Party in Congress.
  • D. Lore Harp McGovern
    Lore Harp McGovern is an entrepreneur and philanthropist best known for co-founding the McGovern Institute for Brain Research at MIT and supporting neuroscience and technology initiatives.
  • E. Barney Frank
    Barney Frank is a former U.S. Congressman from Massachusetts who played a leading role in financial regulatory reform and co-authored the Dodd–Frank Act.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: lastRepresentedBy
Context triple: [New York's 28th congressional district, lastRepresentedBy, Louise Slaughter]
  • A. lastHolder chosen
    Indicates that the subject is the most recent entity to have possessed, owned, or held the object.
  • B. hasFormerLeader
    Indicates that an entity previously held the role of leader of another entity but no longer does.
  • C. firstOccupiedBy
    Indicates which entity was the initial or earliest known occupant of a given place, position, or resource.
  • D. formerName
    Indicates that an entity was previously known by a different name in the past.
  • E. ownedBy
    Indicates that one entity possesses legal or rightful ownership of another entity.
  • F. None of above.

Provenance (6 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebaf0c9881909313f98818e7fa58 completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e019211c819087edeb99431061fa completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e1092bc48190bd2d4b59d30b8c64 completed March 1, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3e2183bec8190b1d93a02ec8a0ab8 completed March 1, 2026, 6:52 a.m.
PD Predicate disambiguation batch_69a2e959ce948190a201c017eecb7c95 completed Feb. 28, 2026, 1:10 p.m.
Created at: Feb. 28, 2026, 1:08 p.m.