Triple

T7263984
Position Surface form Disambiguated ID Type / Status
Subject Craig County, Oklahoma E159724 entity
Predicate hasTown P847 FINISHED
Object Welch, Oklahoma
Welch, Oklahoma is a small rural town in northeastern Oklahoma known for its agricultural community and location within Craig County.
E659281 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: Welch, Oklahoma | Statement: [Craig County, Oklahoma, hasTown, Welch, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Welch, Oklahoma
Context triple: [Craig County, Oklahoma, hasTown, Welch, Oklahoma]
  • A. Wewoka, Oklahoma
    Wewoka, Oklahoma is a small city in central Oklahoma that serves as the historic headquarters and cultural center of the Seminole Nation.
  • B. Willis, Oklahoma
    Willis, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma.
  • C. Ketchum, Oklahoma
    Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
  • D. Powell, Oklahoma
    Powell, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma.
  • E. Noble, Oklahoma
    Noble, Oklahoma is a small city in Cleveland County known as the "Rose Rock Capital of the World" for its abundant barite rose rock formations.
  • 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: Welch, Oklahoma
Triple: [Craig County, Oklahoma, hasTown, Welch, Oklahoma]
Generated description
Welch, Oklahoma is a small rural town in northeastern Oklahoma known for its agricultural community and location within Craig County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Welch, Oklahoma
Target entity description: Welch, Oklahoma is a small rural town in northeastern Oklahoma known for its agricultural community and location within Craig County.
  • A. Wewoka, Oklahoma
    Wewoka, Oklahoma is a small city in central Oklahoma that serves as the historic headquarters and cultural center of the Seminole Nation.
  • B. Willis, Oklahoma
    Willis, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma.
  • C. Ketchum, Oklahoma
    Ketchum, Oklahoma is a small town in northeastern Oklahoma known for its proximity to Grand Lake O’ the Cherokees and its rural community character.
  • D. Powell, Oklahoma
    Powell, Oklahoma is a small unincorporated community located in Marshall County in southern Oklahoma.
  • E. Noble, Oklahoma
    Noble, Oklahoma is a small city in Cleveland County known as the "Rose Rock Capital of the World" for its abundant barite rose rock formations.
  • 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_69c68838f9948190875fd60b2351230c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eac9fab88190881ab9e1cd94cdc1 completed March 27, 2026, 8:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa6ad54081908a0be2d1f7d6505e completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fcc2cc4c8190871287fdf4338ebd completed March 28, 2026, 4:07 p.m.
NED2 Entity disambiguation (via description) batch_69c7fd12d1f08190b0ae80fdc7e17cc5 completed March 28, 2026, 4:08 p.m.
Created at: March 27, 2026, 2:57 p.m.