Triple

T497777
Position Surface form Disambiguated ID Type / Status
Subject eastern Oklahoma E10332 entity
Predicate hasMajorCity P316 FINISHED
Object Muskogee
Muskogee is a city in eastern Oklahoma known historically as a regional center for Native American culture, rail transport, and river commerce along the Arkansas River.
 E63062 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: Muskogee | Statement: [eastern Oklahoma, hasMajorCity, Muskogee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muskogee
Context triple: [eastern Oklahoma, hasMajorCity, Muskogee]
  • A. Shawnee
    The Shawnee are an Algonquian-speaking Native American people historically based in the Ohio Valley, known for their resistance to U.S. expansion in the late 18th and early 19th centuries.
  • B. Kanesville
    Kanesville was the mid-19th-century Mormon settlement that later became the city of Council Bluffs, Iowa.
  • C. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • D. Lawton
    Lawton is a mid-sized city in southwestern Oklahoma known as a regional economic and cultural center near Fort Sill and the Wichita Mountains.
  • E. Kickapoo
    The Kickapoo are a Native American people originally from the Great Lakes region, known for their resistance to U.S. expansion and later dispersal across areas including the Midwest, Oklahoma, Texas, and Mexico.
  • 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: Muskogee
Triple: [eastern Oklahoma, hasMajorCity, Muskogee]
Generated description
Muskogee is a city in eastern Oklahoma known historically as a regional center for Native American culture, rail transport, and river commerce along the Arkansas River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muskogee
Target entity description: Muskogee is a city in eastern Oklahoma known historically as a regional center for Native American culture, rail transport, and river commerce along the Arkansas River.
  • A. Shawnee
    The Shawnee are an Algonquian-speaking Native American people historically based in the Ohio Valley, known for their resistance to U.S. expansion in the late 18th and early 19th centuries.
  • B. Kanesville
    Kanesville was the mid-19th-century Mormon settlement that later became the city of Council Bluffs, Iowa.
  • C. Shattuck, Oklahoma
    Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
  • D. Lawton
    Lawton is a mid-sized city in southwestern Oklahoma known as a regional economic and cultural center near Fort Sill and the Wichita Mountains.
  • E. Kickapoo
    The Kickapoo are a Native American people originally from the Great Lakes region, known for their resistance to U.S. expansion and later dispersal across areas including the Midwest, Oklahoma, Texas, and Mexico.
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f1183e988190bce70932a9678134 completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a48a786db88190bd4486159a9f96bc completed March 1, 2026, 6:50 p.m.
NEDg Description generation batch_69a49323e5508190962b02b1110fb866 completed March 1, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69a494258c088190bf2ea5381d2b11e9 completed March 1, 2026, 7:31 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.