Triple

T19903659
Position Surface form Disambiguated ID Type / Status
Subject Justin Amash E478356 entity
Predicate familyName P18 FINISHED
Object Amash
Amash is the surname of Justin Amash, an American attorney and former U.S. congressman known for his libertarian views and break from the Republican Party.
 E478356 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: Amash | Statement: [Justin Amash, familyName, Amash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amash
Context triple: [Justin Amash, familyName, Amash]
  • A. Justin Amash
    Justin Amash is an American politician and attorney known for his libertarian-leaning views, service as a U.S. Representative from Michigan, and eventual departure from the Republican Party to become an independent and later a Libertarian.
  • B. Arlen
    Arlen is a village and municipal district within the town of Rielasingen-Worblingen in the state of Baden-Württemberg, Germany.
  • C. Arlen
    Arlen is a given name most notably borne by Arlen Specter, a long-serving United States Senator from Pennsylvania.
  • D. Dirksen
    Dirksen is a surname most notably associated with Everett Dirksen, a prominent mid-20th-century American politician and U.S. Senate Minority Leader.
  • E. Pascrell
    Pascrell is the surname of Bill Pascrell, an American politician who has served as a U.S. Representative from New Jersey.
  • 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: Amash
Triple: [Justin Amash, familyName, Amash]
Generated description
Amash is the surname of Justin Amash, an American attorney and former U.S. congressman known for his libertarian views and break from the Republican Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amash
Target entity description: Amash is the surname of Justin Amash, an American attorney and former U.S. congressman known for his libertarian views and break from the Republican Party.
  • A. Justin Amash chosen
    Justin Amash is an American politician and attorney known for his libertarian-leaning views, service as a U.S. Representative from Michigan, and eventual departure from the Republican Party to become an independent and later a Libertarian.
  • B. Arlen
    Arlen is a village and municipal district within the town of Rielasingen-Worblingen in the state of Baden-Württemberg, Germany.
  • C. Arlen
    Arlen is a given name most notably borne by Arlen Specter, a long-serving United States Senator from Pennsylvania.
  • D. Dirksen
    Dirksen is a surname most notably associated with Everett Dirksen, a prominent mid-20th-century American politician and U.S. Senate Minority Leader.
  • E. Pascrell
    Pascrell is the surname of Bill Pascrell, an American politician who has served as a U.S. Representative from New Jersey.
  • F. None of above.

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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65944c55481909b54a8f9a9c087d6 completed April 20, 2026, 4:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea473de88190aecf750fe536a8b3 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ec3b2c088190b98bd03d132e1b4e completed May 16, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_6a07ecb5ec708190bc79a1be73f746d9 completed May 16, 2026, 4:04 a.m.
Created at: April 10, 2026, 1:52 p.m.