Triple

T7670433
Position Surface form Disambiguated ID Type / Status
Subject Starkville, Mississippi E173733 entity
Predicate partOf P40 FINISHED
Object Starkville micropolitan area
The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
E688523 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: Starkville micropolitan area | Statement: [Starkville, Mississippi, partOf, Starkville micropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Starkville micropolitan area
Context triple: [Starkville, Mississippi, partOf, Starkville micropolitan area]
  • A. Oxford, Mississippi micropolitan area
    The Oxford, Mississippi micropolitan area is a small urban region in northern Mississippi centered on the city of Oxford and its surrounding communities, recognized for its economic, educational, and cultural influence relative to its size.
  • B. Starkville, Mississippi
    Starkville, Mississippi is a college town in eastern Mississippi best known as the home of Mississippi State University and a regional hub for education, research, and athletics.
  • C. Tupelo micropolitan area
    The Tupelo micropolitan area is a small urban region in northeastern Mississippi centered around the city of Tupelo and encompassing surrounding communities such as New Albany.
  • D. Columbus, Mississippi
    Columbus, Mississippi is a historic city in eastern Mississippi known for its well-preserved antebellum architecture and role as a regional educational and cultural center.
  • E. Newton, Mississippi
    Newton, Mississippi is a small city in eastern Mississippi that serves as a local commercial and community hub for the surrounding rural area.
  • 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: Starkville micropolitan area
Triple: [Starkville, Mississippi, partOf, Starkville micropolitan area]
Generated description
The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Starkville micropolitan area
Target entity description: The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
  • A. Oxford, Mississippi micropolitan area
    The Oxford, Mississippi micropolitan area is a small urban region in northern Mississippi centered on the city of Oxford and its surrounding communities, recognized for its economic, educational, and cultural influence relative to its size.
  • B. Starkville, Mississippi
    Starkville, Mississippi is a college town in eastern Mississippi best known as the home of Mississippi State University and a regional hub for education, research, and athletics.
  • C. Tupelo micropolitan area
    The Tupelo micropolitan area is a small urban region in northeastern Mississippi centered around the city of Tupelo and encompassing surrounding communities such as New Albany.
  • D. Columbus, Mississippi
    Columbus, Mississippi is a historic city in eastern Mississippi known for its well-preserved antebellum architecture and role as a regional educational and cultural center.
  • E. Newton, Mississippi
    Newton, Mississippi is a small city in eastern Mississippi that serves as a local commercial and community hub for the surrounding rural area.
  • 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_69c699562484819086752091e3164a27 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701c5538881908139881daf41151a completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8dea25d2081908ebbf2bb5f94b7d6 completed March 29, 2026, 8:11 a.m.
NEDg Description generation batch_69c8df209c688190af2e7d842d8abbdd completed March 29, 2026, 8:13 a.m.
NED2 Entity disambiguation (via description) batch_69c8dfa7eb9881909e595389bec8436e completed March 29, 2026, 8:15 a.m.
Created at: March 27, 2026, 4 p.m.