Triple

T4199792
Position Surface form Disambiguated ID Type / Status
Subject John Garamendi E86037 entity
Predicate precededBy P97 FINISHED
Object Ellen Tauscher
Ellen Tauscher was an American Democratic politician and former U.S. Representative from California who later served in senior national security and arms control roles in the Obama administration.
E420475 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: Ellen Tauscher | Statement: [John Garamendi, precededBy, Ellen Tauscher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ellen Tauscher
Context triple: [John Garamendi, precededBy, Ellen Tauscher]
  • A. Betsy Hassett
    Betsy Hassett is a New Zealand international footballer and midfielder who has represented her country at multiple FIFA Women’s World Cups and Olympic Games.
  • B. Sandy Berger
    Sandy Berger was an American political consultant and lawyer who served as U.S. National Security Advisor under President Bill Clinton.
  • C. Leah Ashley
    Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
  • D. Janet McKenzie Hill
    Janet McKenzie Hill was an influential American cookbook author and early 20th-century culinary educator known for popularizing scientific home cooking and baking.
  • E. Carol Browner
    Carol Browner is an American environmental policy expert and former head of the U.S. Environmental Protection Agency who has held several senior roles in Democratic administrations.
  • 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: Ellen Tauscher
Triple: [John Garamendi, precededBy, Ellen Tauscher]
Generated description
Ellen Tauscher was an American Democratic politician and former U.S. Representative from California who later served in senior national security and arms control roles in the Obama administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ellen Tauscher
Target entity description: Ellen Tauscher was an American Democratic politician and former U.S. Representative from California who later served in senior national security and arms control roles in the Obama administration.
  • A. Betsy Hassett
    Betsy Hassett is a New Zealand international footballer and midfielder who has represented her country at multiple FIFA Women’s World Cups and Olympic Games.
  • B. Sandy Berger
    Sandy Berger was an American political consultant and lawyer who served as U.S. National Security Advisor under President Bill Clinton.
  • C. Leah Ashley
    Leah Ashley is a fashion and lifestyle expert best known as a co-host and style contributor on the daytime talk show FABLife.
  • D. Janet McKenzie Hill
    Janet McKenzie Hill was an influential American cookbook author and early 20th-century culinary educator known for popularizing scientific home cooking and baking.
  • E. Carol Browner
    Carol Browner is an American environmental policy expert and former head of the U.S. Environmental Protection Agency who has held several senior roles in Democratic administrations.
  • 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_69aed93b89f48190a31f6d57c760e42f completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0363bbb8819093f396afe91972e2 completed March 9, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a12c11481908033229ecf90c9f9 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58e053adc8190909d92de845dd6df completed March 14, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_69b58f219a708190af631335027532e3 completed March 14, 2026, 4:38 p.m.
Created at: March 9, 2026, 3:49 p.m.