Triple

T12622300
Position Surface form Disambiguated ID Type / Status
Subject Hope School District E301412 entity
Predicate countrySubdivision P766 FINISHED
Object Hempstead County
Hempstead County is a county in southwestern Arkansas, United States, known for its agricultural heritage and as the location of the city of Hope.
E992895 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: Hempstead County | Statement: [Hope School District, countrySubdivision, Hempstead County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hempstead County
Context triple: [Hope School District, countrySubdivision, Hempstead County]
  • A. Hawkins County
    Hawkins County is a rural county in northeastern Tennessee known for its historic towns, Appalachian landscape, and location along the Holston River.
  • B. Putnam County
    Putnam County is a suburban county in southeastern New York State known for its lakes, forests, and commuter communities north of New York City.
  • C. Putnam County
    Putnam County is a fictional small-town American community best known as the quirky backdrop for the musical "The 25th Annual Putnam County Spelling Bee."
  • D. Dickinson County
    Dickinson County is a county in central Kansas known for including the city of Abilene, a historic cattle town and the boyhood home of President Dwight D. Eisenhower.
  • E. Stewart County
    Stewart County is a rural county in southwestern Georgia known for its small towns, agricultural landscape, and historic sites.
  • 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: Hempstead County
Triple: [Hope School District, countrySubdivision, Hempstead County]
Generated description
Hempstead County is a county in southwestern Arkansas, United States, known for its agricultural heritage and as the location of the city of Hope.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hempstead County
Target entity description: Hempstead County is a county in southwestern Arkansas, United States, known for its agricultural heritage and as the location of the city of Hope.
  • A. Hawkins County
    Hawkins County is a rural county in northeastern Tennessee known for its historic towns, Appalachian landscape, and location along the Holston River.
  • B. Putnam County
    Putnam County is a suburban county in southeastern New York State known for its lakes, forests, and commuter communities north of New York City.
  • C. Putnam County
    Putnam County is a fictional small-town American community best known as the quirky backdrop for the musical "The 25th Annual Putnam County Spelling Bee."
  • D. Dickinson County
    Dickinson County is a county in central Kansas known for including the city of Abilene, a historic cattle town and the boyhood home of President Dwight D. Eisenhower.
  • E. Stewart County
    Stewart County is a rural county in southwestern Georgia known for its small towns, agricultural landscape, and historic sites.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d960c8671881909a102d28b0e7f603 completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ed6f79881908872c644a9789f04 completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f660294004819089714099a08085f6 completed May 2, 2026, 8:35 p.m.
NED2 Entity disambiguation (via description) batch_69f6613ce1108190851cf8491fe666c8 completed May 2, 2026, 8:40 p.m.
Created at: April 9, 2026, 5:14 p.m.