Triple

T6339072
Position Surface form Disambiguated ID Type / Status
Subject Benton County, Mississippi E142575 entity
Predicate countySeat P383 FINISHED
Object Ashland, Mississippi
Ashland, Mississippi is a small town in northern Mississippi that serves as the administrative and cultural center of Benton County.
 E589538 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: Ashland, Mississippi | Statement: [Benton County, Mississippi, countySeat, Ashland, Mississippi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashland, Mississippi
Context triple: [Benton County, Mississippi, countySeat, Ashland, Mississippi]
  • A. Waveland, Mississippi
    Waveland, Mississippi is a small Gulf Coast city in Hancock County known for its beachfront location and severe impact from Hurricane Katrina.
  • B. Puckett, Mississippi
    Puckett, Mississippi is a small rural village located in Rankin County in the central part of the state.
  • C. Byram, Mississippi
    Byram, Mississippi is a small suburban city in central Mississippi that serves as part of the Jackson metropolitan area.
  • D. Cleveland, Mississippi
    Cleveland, Mississippi is a small city in the Mississippi Delta region known for its educational institutions, including Delta State University, and its rich blues and cultural heritage.
  • E. Scooba, Mississippi
    Scooba, Mississippi is a small rural town in eastern Mississippi known for its close-knit community and location near the Alabama state line.
  • 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: Ashland, Mississippi
Triple: [Benton County, Mississippi, countySeat, Ashland, Mississippi]
Generated description
Ashland, Mississippi is a small town in northern Mississippi that serves as the administrative and cultural center of Benton County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashland, Mississippi
Target entity description: Ashland, Mississippi is a small town in northern Mississippi that serves as the administrative and cultural center of Benton County.
  • A. Waveland, Mississippi
    Waveland, Mississippi is a small Gulf Coast city in Hancock County known for its beachfront location and severe impact from Hurricane Katrina.
  • B. Puckett, Mississippi
    Puckett, Mississippi is a small rural village located in Rankin County in the central part of the state.
  • C. Byram, Mississippi
    Byram, Mississippi is a small suburban city in central Mississippi that serves as part of the Jackson metropolitan area.
  • D. Cleveland, Mississippi
    Cleveland, Mississippi is a small city in the Mississippi Delta region known for its educational institutions, including Delta State University, and its rich blues and cultural heritage.
  • E. Scooba, Mississippi
    Scooba, Mississippi is a small rural town in eastern Mississippi known for its close-knit community and location near the Alabama state line.
  • 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_69c008d4d8e88190ad301c05b08722ac completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0654fb774819087bffb8b966a790a completed March 22, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c63864d6b48190af090c1ba1487e9b completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c638ef64548190a618b79b54968f93 completed March 27, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69c639f9916c8190a1a9f0284198aebd completed March 27, 2026, 8:04 a.m.
Created at: March 22, 2026, 4:30 p.m.