Triple

T4117448
Position Surface form Disambiguated ID Type / Status
Subject Republican Party presidential primaries, 2008 E90326 entity
Predicate candidate P1223 FINISHED
Object Tom Tancredo
Tom Tancredo is an American politician and former U.S. Representative from Colorado known for his hardline stance on immigration and his 2008 Republican presidential primary campaign.
 E415436 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: Tom Tancredo | Statement: [Republican Party presidential primaries, 2008, candidate, Tom Tancredo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tom Tancredo
Context triple: [Republican Party presidential primaries, 2008, candidate, Tom Tancredo]
  • A. Kit Mueller
    Kit Mueller is a former standout college basketball player best known for his starring role as a point center in Princeton University's famed deliberate, backdoor-cut offense under coach Pete Carril.
  • B. Jeff Cheney
    Jeff Cheney is an American politician and businessman who serves as the mayor of the rapidly growing city of Frisco, Texas.
  • C. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • D. Pat Buchanan
    Pat Buchanan is an American conservative political commentator, author, and former presidential candidate known for his nationalist and populist views.
  • E. Lance Briggs
    Lance Briggs is a former NFL linebacker best known for his long, Pro Bowl–caliber career with the Chicago Bears.
  • 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: Tom Tancredo
Triple: [Republican Party presidential primaries, 2008, candidate, Tom Tancredo]
Generated description
Tom Tancredo is an American politician and former U.S. Representative from Colorado known for his hardline stance on immigration and his 2008 Republican presidential primary campaign.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tom Tancredo
Target entity description: Tom Tancredo is an American politician and former U.S. Representative from Colorado known for his hardline stance on immigration and his 2008 Republican presidential primary campaign.
  • A. Kit Mueller
    Kit Mueller is a former standout college basketball player best known for his starring role as a point center in Princeton University's famed deliberate, backdoor-cut offense under coach Pete Carril.
  • B. Jeff Cheney
    Jeff Cheney is an American politician and businessman who serves as the mayor of the rapidly growing city of Frisco, Texas.
  • C. Don Roberts
    Don Roberts is a software engineer and author known for his contributions to object-oriented design and refactoring, including work on the influential book "Refactoring: Improving the Design of Existing Code."
  • D. Pat Buchanan
    Pat Buchanan is an American conservative political commentator, author, and former presidential candidate known for his nationalist and populist views.
  • E. Lance Briggs
    Lance Briggs is a former NFL linebacker best known for his long, Pro Bowl–caliber career with the Chicago Bears.
  • 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_69aed95c080881908125e30c5dcdc6f8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01f347f8819080dd250398474d7e completed March 9, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576abe02081908a1b0322758089bd completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577180e2881908e3bf4bfce7c9edd completed March 14, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69b5778dcdc08190aee087f6d54992dc completed March 14, 2026, 2:58 p.m.
Created at: March 9, 2026, 3:41 p.m.