Triple

T4240953
Position Surface form Disambiguated ID Type / Status
Subject Middle Tennessee E95410 entity
Predicate containsCity P294 FINISHED
Object Cookeville
Cookeville is a city in Tennessee known as a regional hub for education, healthcare, and commerce on the Cumberland Plateau.
E424606 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: Cookeville | Statement: [Middle Tennessee, containsCity, Cookeville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cookeville
Context triple: [Middle Tennessee, containsCity, Cookeville]
  • A. Clarksville
    Clarksville is a rapidly growing city in northern Tennessee known for its proximity to Fort Campbell and its role as a regional economic and cultural center.
  • B. Chattanooga
    Chattanooga is a mid-sized city in southeastern Tennessee known for its scenic location along the Tennessee River, outdoor recreation, and revitalized riverfront and downtown.
  • C. Fayetteville, Tennessee
    Fayetteville, Tennessee is a small historic city in Lincoln County, known as one of the older settlements in southern Middle Tennessee.
  • D. Pulaski, Tennessee
    Pulaski, Tennessee is a small city in southern Tennessee historically known as the birthplace of the Ku Klux Klan in the aftermath of the American Civil War.
  • E. Rutledge, Tennessee
    Rutledge, Tennessee is a small city in eastern Tennessee that serves as the administrative and commercial hub of Grainger County.
  • 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: Cookeville
Triple: [Middle Tennessee, containsCity, Cookeville]
Generated description
Cookeville is a city in Tennessee known as a regional hub for education, healthcare, and commerce on the Cumberland Plateau.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cookeville
Target entity description: Cookeville is a city in Tennessee known as a regional hub for education, healthcare, and commerce on the Cumberland Plateau.
  • A. Clarksville
    Clarksville is a rapidly growing city in northern Tennessee known for its proximity to Fort Campbell and its role as a regional economic and cultural center.
  • B. Chattanooga
    Chattanooga is a mid-sized city in southeastern Tennessee known for its scenic location along the Tennessee River, outdoor recreation, and revitalized riverfront and downtown.
  • C. Fayetteville, Tennessee
    Fayetteville, Tennessee is a small historic city in Lincoln County, known as one of the older settlements in southern Middle Tennessee.
  • D. Pulaski, Tennessee
    Pulaski, Tennessee is a small city in southern Tennessee historically known as the birthplace of the Ku Klux Klan in the aftermath of the American Civil War.
  • E. Rutledge, Tennessee
    Rutledge, Tennessee is a small city in eastern Tennessee that serves as the administrative and commercial hub of Grainger County.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e87c9d88190a093b1289df5b974 completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5a86fe7708190a64ba187fb302c9a completed March 14, 2026, 6:26 p.m.
NEDg Description generation batch_69b5a94e637881909a20bb1df0cd5768 completed March 14, 2026, 6:30 p.m.
NED2 Entity disambiguation (via description) batch_69b5a9d9b28081909d7dc97b02209318 completed March 14, 2026, 6:32 p.m.
Created at: March 12, 2026, 11:05 p.m.