Triple

T4127928
Position Surface form Disambiguated ID Type / Status
Subject Liz Cheney E92768 entity
Predicate precededBy P97 FINISHED
Object Cynthia Lummis
Cynthia Lummis is a Republican politician from Wyoming who has served as both a U.S. representative and the state's first female U.S. senator.
 E415930 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: Cynthia Lummis | Statement: [Liz Cheney, precededBy, Cynthia Lummis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cynthia Lummis
Context triple: [Liz Cheney, precededBy, Cynthia Lummis]
  • A. Kay Bailey Hutchison
    Kay Bailey Hutchison is an American attorney and Republican politician who served as a long-time U.S. Senator from Texas.
  • B. Liz Cheney
    Liz Cheney is an American attorney and Republican politician who served as the U.S. Representative for Wyoming and became nationally prominent for her outspoken criticism of Donald Trump and role on the House January 6th Committee.
  • C. Ken Loeffler
    Ken Loeffler was an American basketball coach best known for leading La Salle University to national prominence in the 1950s and for his successful stints in both college and professional basketball.
  • D. Ben Sasse
    Ben Sasse is an American academic and politician who served as a U.S. Senator from Nebraska before becoming president of the University of Florida.
  • E. Scott Reid
    Scott Reid is a Canadian politician and long-serving Conservative Member of Parliament known for his work on constitutional issues and democratic reform.
  • 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: Cynthia Lummis
Triple: [Liz Cheney, precededBy, Cynthia Lummis]
Generated description
Cynthia Lummis is a Republican politician from Wyoming who has served as both a U.S. representative and the state's first female U.S. senator.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cynthia Lummis
Target entity description: Cynthia Lummis is a Republican politician from Wyoming who has served as both a U.S. representative and the state's first female U.S. senator.
  • A. Kay Bailey Hutchison
    Kay Bailey Hutchison is an American attorney and Republican politician who served as a long-time U.S. Senator from Texas.
  • B. Liz Cheney
    Liz Cheney is an American attorney and Republican politician who served as the U.S. Representative for Wyoming and became nationally prominent for her outspoken criticism of Donald Trump and role on the House January 6th Committee.
  • C. Ken Loeffler
    Ken Loeffler was an American basketball coach best known for leading La Salle University to national prominence in the 1950s and for his successful stints in both college and professional basketball.
  • D. Ben Sasse
    Ben Sasse is an American academic and politician who served as a U.S. Senator from Nebraska before becoming president of the University of Florida.
  • E. Scott Reid
    Scott Reid is a Canadian politician and long-serving Conservative Member of Parliament known for his work on constitutional issues and democratic reform.
  • 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_69aed9685f70819086932777aec8d959 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69af021b17a08190b520101f54ec1e33 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576bc48f0819081ac3f921736854f completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b5778a01e48190acb14d544cd53a63 completed March 14, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_69b577f2d46c8190a66b2b536088633c completed March 14, 2026, 3 p.m.
Created at: March 9, 2026, 3:42 p.m.