Triple

T7915495
Position Surface form Disambiguated ID Type / Status
Subject Tom Leppert E183814 entity
Predicate category P87 FINISHED
Object Texas Republicans
Texas Republicans are members and supporters of the Republican Party in Texas, a dominant conservative political force in the state’s government and elections.
E696897 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: Texas Republicans | Statement: [Tom Leppert, category, Texas Republicans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas Republicans
Context triple: [Tom Leppert, category, Texas Republicans]
  • A. Texas congressional delegation
    The Texas congressional delegation is the collective group of U.S. Senators and Representatives who represent the state of Texas in the United States Congress.
  • B. Texas congressional districts
    Texas congressional districts are the geographically defined areas within Texas from which the state elects its members to the United States House of Representatives.
  • C. Opportunist Republicans
    Opportunist Republicans were a moderate French republican political faction of the late 19th century that supported gradual reform, parliamentary democracy, and secular republican institutions during the Third Republic.
  • D. Republican Party of Florida
    The Republican Party of Florida is the state-level affiliate of the U.S. Republican Party that dominates Florida’s contemporary conservative politics and policymaking.
  • E. Southern Republicans
    Southern Republicans are members and supporters of the Republican Party in the U.S. South, representing the region’s modern conservative political realignment that replaced the once-dominant Southern Democratic coalition.
  • 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: Texas Republicans
Triple: [Tom Leppert, category, Texas Republicans]
Generated description
Texas Republicans are members and supporters of the Republican Party in Texas, a dominant conservative political force in the state’s government and elections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas Republicans
Target entity description: Texas Republicans are members and supporters of the Republican Party in Texas, a dominant conservative political force in the state’s government and elections.
  • A. Texas congressional delegation
    The Texas congressional delegation is the collective group of U.S. Senators and Representatives who represent the state of Texas in the United States Congress.
  • B. Texas congressional districts
    Texas congressional districts are the geographically defined areas within Texas from which the state elects its members to the United States House of Representatives.
  • C. Opportunist Republicans
    Opportunist Republicans were a moderate French republican political faction of the late 19th century that supported gradual reform, parliamentary democracy, and secular republican institutions during the Third Republic.
  • D. Republican Party of Florida
    The Republican Party of Florida is the state-level affiliate of the U.S. Republican Party that dominates Florida’s contemporary conservative politics and policymaking.
  • E. Southern Republicans
    Southern Republicans are members and supporters of the Republican Party in the U.S. South, representing the region’s modern conservative political realignment that replaced the once-dominant Southern Democratic coalition.
  • 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_69ca828efbe48190bd48482650182e79 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a76ae688190b068e4c92603a16d completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5be54fdc81909a988114a6f30a13 completed March 31, 2026, 5:30 a.m.
NEDg Description generation batch_69cb5f20eb3c81909e059d5a02263aa2 completed March 31, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69cb76bb9a308190a9d7b34838d696db completed March 31, 2026, 7:24 a.m.
Created at: March 30, 2026, 5:05 p.m.