Triple

T2800060
Position Surface form Disambiguated ID Type / Status
Subject Hope, Arkansas E53131 entity
Predicate hasNotablePerson P304 FINISHED
Object Mike Huckabee
Mike Huckabee is an American politician, former governor of Arkansas, and conservative commentator who has twice run for the Republican presidential nomination.
 E299923 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: Mike Huckabee | Statement: [Hope, Arkansas, hasNotablePerson, Mike Huckabee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mike Huckabee
Context triple: [Hope, Arkansas, hasNotablePerson, Mike Huckabee]
  • A. Rick Perry
    Rick Perry is an American Republican politician who served as the 47th governor of Texas and later as the U.S. Secretary of Energy under President Donald Trump.
  • B. Jim Inhofe
    Jim Inhofe is a conservative Republican politician from Oklahoma who served for decades in the U.S. Senate, where he was known for his leadership on defense issues and his skepticism of climate change.
  • C. Kay Kirkpatrick Inhofe
    Kay Kirkpatrick Inhofe is the wife of the late U.S. Senator Jim Inhofe and a member of the prominent Oklahoma political family.
  • 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. Trent Lott
    Trent Lott is an American Republican politician who served as a U.S. Representative, U.S. Senator from Mississippi, and Senate Majority Leader in the late 1990s and early 2000s.
  • 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: Mike Huckabee
Triple: [Hope, Arkansas, hasNotablePerson, Mike Huckabee]
Generated description
Mike Huckabee is an American politician, former governor of Arkansas, and conservative commentator who has twice run for the Republican presidential nomination.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mike Huckabee
Target entity description: Mike Huckabee is an American politician, former governor of Arkansas, and conservative commentator who has twice run for the Republican presidential nomination.
  • A. Rick Perry
    Rick Perry is an American Republican politician who served as the 47th governor of Texas and later as the U.S. Secretary of Energy under President Donald Trump.
  • B. Jim Inhofe
    Jim Inhofe is a conservative Republican politician from Oklahoma who served for decades in the U.S. Senate, where he was known for his leadership on defense issues and his skepticism of climate change.
  • C. Kay Kirkpatrick Inhofe
    Kay Kirkpatrick Inhofe is the wife of the late U.S. Senator Jim Inhofe and a member of the prominent Oklahoma political family.
  • 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. Trent Lott
    Trent Lott is an American Republican politician who served as a U.S. Representative, U.S. Senator from Mississippi, and Senate Majority Leader in the late 1990s and early 2000s.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddf4ca9c8190a4adfd1c1373af41 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc66ad9cc81908af6d3816a840c75 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc80ba2148190ae0c1f6425d52dfd completed March 10, 2026, 7:28 a.m.
NED2 Entity disambiguation (via description) batch_69afc97fc45481908aa72ac8607c34ac completed March 10, 2026, 7:34 a.m.
Created at: March 6, 2026, 9:58 p.m.