Triple

T6074454
Position Surface form Disambiguated ID Type / Status
Subject Bryan County, Oklahoma E135364 entity
Predicate hasTown P847 FINISHED
Object Kemp, Oklahoma
Kemp, Oklahoma is a small rural town located in Bryan County in the southern part of the state near the Texas border.
 E573980 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: Kemp, Oklahoma | Statement: [Bryan County, Oklahoma, hasTown, Kemp, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kemp, Oklahoma
Context triple: [Bryan County, Oklahoma, hasTown, Kemp, Oklahoma]
  • A. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • B. Muskogee, Oklahoma
    Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
  • C. Madill, Oklahoma
    Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
  • D. Okmulgee, Oklahoma
    Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
  • E. Kingston, Oklahoma
    Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
  • 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: Kemp, Oklahoma
Triple: [Bryan County, Oklahoma, hasTown, Kemp, Oklahoma]
Generated description
Kemp, Oklahoma is a small rural town located in Bryan County in the southern part of the state near the Texas border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kemp, Oklahoma
Target entity description: Kemp, Oklahoma is a small rural town located in Bryan County in the southern part of the state near the Texas border.
  • A. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • B. Muskogee, Oklahoma
    Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
  • C. Madill, Oklahoma
    Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
  • D. Okmulgee, Oklahoma
    Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
  • E. Kingston, Oklahoma
    Kingston, Oklahoma is a small town in southern Oklahoma known as a gateway community for recreation and tourism on nearby Lake Texoma.
  • 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_69c00879e8048190b690717d19c5bc03 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0575d4ed481908eddc88e9b90e22f completed March 22, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1414ea324819087dc9267938efb5c completed March 23, 2026, 1:34 p.m.
NEDg Description generation batch_69c1487265f48190868527e9700a24ce completed March 23, 2026, 2:04 p.m.
NED2 Entity disambiguation (via description) batch_69c14c82ba5c8190b572d7c561e2e6bf completed March 23, 2026, 2:21 p.m.
Created at: March 22, 2026, 4:11 p.m.