Triple

T20094720
Position Surface form Disambiguated ID Type / Status
Subject Starkville, Colorado E496368 entity
Predicate namedAfter P63 FINISHED
Object Starkville
Starkville is a small historic coal-mining town in southern Colorado, located near Trinidad in Las Animas County.
E1411942 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 | Statement: [Starkville, Colorado, namedAfter, Starkville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Starkville
Context triple: [Starkville, Colorado, namedAfter, Starkville]
  • A. 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.
  • B. 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.
  • C. Auburn, Mississippi
    Auburn, Mississippi is an unincorporated community located in Lee County in northeastern Mississippi.
  • D. Prattville
    Prattville is a city in central Alabama known for its historic downtown, proximity to Montgomery, and strong ties to the manufacturing and paper industries.
  • E. Tuskaloosa
    Tuskaloosa was a paramount chief of the Mississippian culture in the 16th century, known for leading Native American resistance against Spanish explorer Hernando de Soto in what is now the southeastern United States.
  • 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
Triple: [Starkville, Colorado, namedAfter, Starkville]
Generated description
Starkville is a small historic coal-mining town in southern Colorado, located near Trinidad in Las Animas County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Starkville
Target entity description: Starkville is a small historic coal-mining town in southern Colorado, located near Trinidad in Las Animas County.
  • A. 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.
  • B. 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.
  • C. Auburn, Mississippi
    Auburn, Mississippi is an unincorporated community located in Lee County in northeastern Mississippi.
  • D. Prattville
    Prattville is a city in central Alabama known for its historic downtown, proximity to Montgomery, and strong ties to the manufacturing and paper industries.
  • E. Tuskaloosa
    Tuskaloosa was a paramount chief of the Mississippian culture in the 16th century, known for leading Native American resistance against Spanish explorer Hernando de Soto in what is now the southeastern United States.
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6666b891c8190b4e4a60b73728771 completed April 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082709bec8819085418d3d93108d81 completed May 16, 2026, 8:12 a.m.
NEDg Description generation batch_6a08287484c4819089414c2780377ba7 completed May 16, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_6a082a4275e48190b6643e43399d97af completed May 16, 2026, 8:26 a.m.
Created at: April 11, 2026, 11:23 p.m.