Triple

T6508827
Position Surface form Disambiguated ID Type / Status
Subject Four State Area E150076 entity
Predicate hasMajorCity P316 FINISHED
Object Miami, Oklahoma
Miami, Oklahoma is a small city in northeastern Oklahoma known for its historic Route 66 heritage and role as a regional hub within the Four State Area.
 E601291 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: Miami, Oklahoma | Statement: [Four State Area, hasMajorCity, Miami, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Miami, Oklahoma
Context triple: [Four State Area, hasMajorCity, Miami, Oklahoma]
  • A. Meridian, Oklahoma
    Meridian, Oklahoma is a small rural community located in Stephens County in the southern part of the U.S. state of Oklahoma.
  • 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. Oklahoma City
    Oklahoma City is the capital and largest city of the U.S. state of Oklahoma, known for its energy industry, cowboy culture, and role as a major regional economic and transportation hub.
  • D. Oakland, Oklahoma
    Oakland, Oklahoma is a small town in southern Oklahoma known for its rural character and proximity to Lake Texoma.
  • E. 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.
  • 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: Miami, Oklahoma
Triple: [Four State Area, hasMajorCity, Miami, Oklahoma]
Generated description
Miami, Oklahoma is a small city in northeastern Oklahoma known for its historic Route 66 heritage and role as a regional hub within the Four State Area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Miami, Oklahoma
Target entity description: Miami, Oklahoma is a small city in northeastern Oklahoma known for its historic Route 66 heritage and role as a regional hub within the Four State Area.
  • A. Meridian, Oklahoma
    Meridian, Oklahoma is a small rural community located in Stephens County in the southern part of the U.S. state of Oklahoma.
  • 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. Oklahoma City
    Oklahoma City is the capital and largest city of the U.S. state of Oklahoma, known for its energy industry, cowboy culture, and role as a major regional economic and transportation hub.
  • D. Oakland, Oklahoma
    Oakland, Oklahoma is a small town in southern Oklahoma known for its rural character and proximity to Lake Texoma.
  • E. 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.
  • 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_69c687ef291081909d437f035eef1cda completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c69f386aa08190bfc8592a92ec6339 completed March 27, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb5782fc8190a56b714bbc007490 completed March 27, 2026, 6:24 p.m.
NEDg Description generation batch_69c6cd88f66c81909b364a816aeee8bf completed March 27, 2026, 6:33 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce3a53cc8190a40d696a22ec65f4 completed March 27, 2026, 6:36 p.m.
Created at: March 27, 2026, 1:43 p.m.