Triple

T2047511
Position Surface form Disambiguated ID Type / Status
Subject Bob Kerrey E45486 entity
Predicate previousSpouse P493 FINISHED
Object Janet Langhart
Janet Langhart is an American television journalist, author, and former model known for her work as a news correspondent and for her writings on race and civil rights.
 E228216 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: Janet Langhart | Statement: [Bob Kerrey, previousSpouse, Janet Langhart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Janet Langhart
Context triple: [Bob Kerrey, previousSpouse, Janet Langhart]
  • A. Sandra Lee
    Sandra Lee is an American television chef and author known for her "Semi-Homemade" cooking concept and numerous Food Network shows.
  • B. Elizabeth Steward
    Elizabeth Steward was an English gentlewoman of the early 17th century best known as the mother of Oliver Cromwell, the future Lord Protector of England.
  • C. Paula Stewart
    Paula Stewart is an American actress and singer known for her work on Broadway and in television during the mid-20th century.
  • D. Anna LoPizzo
    Anna LoPizzo was an Italian immigrant mill worker whose death during the 1912 Lawrence textile strike became a pivotal rallying point for the labor movement in the United States.
  • E. Rachael Harris
    Rachael Harris is an American actress and comedian known for her sharp comedic roles in film and television, including appearances in projects like The Hangover and the series Lucifer.
  • 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: Janet Langhart
Triple: [Bob Kerrey, previousSpouse, Janet Langhart]
Generated description
Janet Langhart is an American television journalist, author, and former model known for her work as a news correspondent and for her writings on race and civil rights.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Janet Langhart
Target entity description: Janet Langhart is an American television journalist, author, and former model known for her work as a news correspondent and for her writings on race and civil rights.
  • A. Sandra Lee
    Sandra Lee is an American television chef and author known for her "Semi-Homemade" cooking concept and numerous Food Network shows.
  • B. Elizabeth Steward
    Elizabeth Steward was an English gentlewoman of the early 17th century best known as the mother of Oliver Cromwell, the future Lord Protector of England.
  • C. Paula Stewart
    Paula Stewart is an American actress and singer known for her work on Broadway and in television during the mid-20th century.
  • D. Anna LoPizzo
    Anna LoPizzo was an Italian immigrant mill worker whose death during the 1912 Lawrence textile strike became a pivotal rallying point for the labor movement in the United States.
  • E. Rachael Harris
    Rachael Harris is an American actress and comedian known for her sharp comedic roles in film and television, including appearances in projects like The Hangover and the series Lucifer.
  • 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_69a8891948208190ab7898da21824c77 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb974e8488190887b840c2cb88b3a completed March 7, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2003e9488190b54ff042c91d4a62 completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae209544d881909438630ca5970d84 completed March 9, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_69ae210b7b888190a879effa9d1e6ac3 completed March 9, 2026, 1:23 a.m.
Created at: March 4, 2026, 7:39 p.m.