Triple

T14454222
Position Surface form Disambiguated ID Type / Status
Subject Grady County, Oklahoma E358411 entity
Predicate containsSettlement P847 FINISHED
Object Tuttle, Oklahoma
Tuttle, Oklahoma is a small city in central Oklahoma known for its agricultural roots and proximity to the Oklahoma City metropolitan area.
E1235827 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: Tuttle, Oklahoma | Statement: [Grady County, Oklahoma, containsSettlement, Tuttle, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuttle, Oklahoma
Context triple: [Grady County, Oklahoma, containsSettlement, Tuttle, Oklahoma]
  • A. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • B. 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.
  • C. Watonga, Oklahoma
    Watonga, Oklahoma is a small city in Blaine County known for its agricultural economy and annual cheese festival.
  • D. Tahlequah, Oklahoma
    Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Cherokee Nation.
  • E. Tonkawa, Oklahoma
    Tonkawa, Oklahoma is a small city in Kay County known for its historic Native American heritage and location along the Chikaskia River in north-central Oklahoma.
  • 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: Tuttle, Oklahoma
Triple: [Grady County, Oklahoma, containsSettlement, Tuttle, Oklahoma]
Generated description
Tuttle, Oklahoma is a small city in central Oklahoma known for its agricultural roots and proximity to the Oklahoma City metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tuttle, Oklahoma
Target entity description: Tuttle, Oklahoma is a small city in central Oklahoma known for its agricultural roots and proximity to the Oklahoma City metropolitan area.
  • A. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • B. 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.
  • C. Watonga, Oklahoma
    Watonga, Oklahoma is a small city in Blaine County known for its agricultural economy and annual cheese festival.
  • D. Tahlequah, Oklahoma
    Tahlequah, Oklahoma is a small city in northeastern Oklahoma that serves as the governmental and cultural center of the Cherokee Nation.
  • E. Tonkawa, Oklahoma
    Tonkawa, Oklahoma is a small city in Kay County known for its historic Native American heritage and location along the Chikaskia River in north-central Oklahoma.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91a8bf088190abf5fd4f646b8c62 completed April 14, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b272ea6c8190b22fd78081446701 completed May 10, 2026, 4:29 p.m.
NEDg Description generation batch_6a00b385d9ec81908aa44d64a8da53d0 completed May 10, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a00b82b89c0819085fe73fda0d98654 completed May 10, 2026, 4:54 p.m.
Created at: April 10, 2026, 1:19 a.m.