Triple

T11888269
Position Surface form Disambiguated ID Type / Status
Subject Alfalfa County E282847 entity
Predicate hasCountySeat P383 FINISHED
Object Cherokee, Oklahoma
Cherokee, Oklahoma is a small city in northwestern Oklahoma that serves as the administrative and commercial hub of Alfalfa County.
E953376 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: Cherokee, Oklahoma | Statement: [Alfalfa County, hasCountySeat, Cherokee, Oklahoma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cherokee, Oklahoma
Context triple: [Alfalfa County, hasCountySeat, Cherokee, Oklahoma]
  • A. 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.
  • B. Comanche, Oklahoma
    Comanche, Oklahoma is a small city in southern Oklahoma known for its agricultural roots and close-knit rural community.
  • C. Okmulgee, Oklahoma
    Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
  • D. Okarche, Oklahoma
    Okarche, Oklahoma is a small town in central Oklahoma known for its German-Catholic heritage and popular fried chicken restaurants.
  • E. Geronimo, Oklahoma
    Geronimo, Oklahoma is a small town in southwestern Oklahoma that functions primarily as a residential community near the larger city of Lawton.
  • 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: Cherokee, Oklahoma
Triple: [Alfalfa County, hasCountySeat, Cherokee, Oklahoma]
Generated description
Cherokee, Oklahoma is a small city in northwestern Oklahoma that serves as the administrative and commercial hub of Alfalfa County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cherokee, Oklahoma
Target entity description: Cherokee, Oklahoma is a small city in northwestern Oklahoma that serves as the administrative and commercial hub of Alfalfa County.
  • A. 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.
  • B. Comanche, Oklahoma
    Comanche, Oklahoma is a small city in southern Oklahoma known for its agricultural roots and close-knit rural community.
  • C. Okmulgee, Oklahoma
    Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
  • D. Okarche, Oklahoma
    Okarche, Oklahoma is a small town in central Oklahoma known for its German-Catholic heritage and popular fried chicken restaurants.
  • E. Geronimo, Oklahoma
    Geronimo, Oklahoma is a small town in southwestern Oklahoma that functions primarily as a residential community near the larger city of Lawton.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8d3a2860c8190a21af5fcddbd2f1e completed April 10, 2026, 10:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69f417e919548190acbc248879f957ec completed May 1, 2026, 3:03 a.m.
NEDg Description generation batch_69f41f1abaa481908b8a6873a07af848 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f422778a10819093bc2473ef30fe71 completed May 1, 2026, 3:48 a.m.
Created at: April 8, 2026, 9:44 p.m.