Triple

T7959223
Position Surface form Disambiguated ID Type / Status
Subject Betsy DeVos E184818 entity
Predicate chairpersonOf P377 FINISHED
Object Michigan Republican Party
The Michigan Republican Party is the state-level affiliate of the U.S. Republican Party in Michigan, responsible for organizing GOP political activities, campaigns, and candidate support within the state.
 E704038 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: Michigan Republican Party | Statement: [Betsy DeVos, chairpersonOf, Michigan Republican Party]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michigan Republican Party
Context triple: [Betsy DeVos, chairpersonOf, Michigan Republican Party]
  • A. Republican Party of Missouri
    The Republican Party of Missouri is the state-level affiliate of the United States Republican Party that organizes and represents Republican political activity and candidates within Missouri.
  • B. Maryland Republican Party
    The Maryland Republican Party is the state-level organization of the U.S. Republican Party in Maryland, representing conservative and right-leaning voters and candidates in state and local politics.
  • C. 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.
  • D. Republican Party of California
    The Republican Party of California is the state-level affiliate of the U.S. Republican Party, representing conservative and right-leaning political interests in California.
  • E. Iowa Republican Party
    The Iowa Republican Party is the state-level affiliate of the U.S. Republican Party in Iowa, organizing GOP political activities, candidates, and policy positions within the state.
  • 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: Michigan Republican Party
Triple: [Betsy DeVos, chairpersonOf, Michigan Republican Party]
Generated description
The Michigan Republican Party is the state-level affiliate of the U.S. Republican Party in Michigan, responsible for organizing GOP political activities, campaigns, and candidate support within the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michigan Republican Party
Target entity description: The Michigan Republican Party is the state-level affiliate of the U.S. Republican Party in Michigan, responsible for organizing GOP political activities, campaigns, and candidate support within the state.
  • A. Republican Party of Missouri
    The Republican Party of Missouri is the state-level affiliate of the United States Republican Party that organizes and represents Republican political activity and candidates within Missouri.
  • B. Maryland Republican Party
    The Maryland Republican Party is the state-level organization of the U.S. Republican Party in Maryland, representing conservative and right-leaning voters and candidates in state and local politics.
  • C. 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.
  • D. Republican Party of California
    The Republican Party of California is the state-level affiliate of the U.S. Republican Party, representing conservative and right-leaning political interests in California.
  • E. Iowa Republican Party
    The Iowa Republican Party is the state-level affiliate of the U.S. Republican Party in Iowa, organizing GOP political activities, candidates, and policy positions within the state.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b80050c81909b2db95ade495052 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe07d31a881909e891fdd73c4467b completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cbe554dfd881909edf2c20a7035f17 completed March 31, 2026, 3:16 p.m.
NED2 Entity disambiguation (via description) batch_69cc3429f4148190981d30c3cc4c3c9a completed March 31, 2026, 8:52 p.m.
Created at: March 30, 2026, 5:11 p.m.