Triple

T16326097
Position Surface form Disambiguated ID Type / Status
Subject Margaret Avery E396422 entity
Predicate placeOfBirth P1 FINISHED
Object Mangum, Oklahoma, United States
Mangum is a small rural city in southwestern Oklahoma known as the county seat of Greer County and for its historic downtown and agricultural heritage.
E1207620 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: Mangum, Oklahoma, United States | Statement: [Margaret Avery, placeOfBirth, Mangum, Oklahoma, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mangum, Oklahoma, United States
Context triple: [Margaret Avery, placeOfBirth, Mangum, Oklahoma, United States]
  • A. Muskogee, Oklahoma, United States
    Muskogee, Oklahoma, United States, is a small city in eastern Oklahoma known for its country music heritage and as the birthplace of singer Carrie Underwood.
  • B. Okemah, Oklahoma, United States
    Okemah is a small town in central Oklahoma best known as the birthplace of influential American folk singer-songwriter Woody Guthrie.
  • C. Oologah, Indian Territory, United States
    Oologah, Indian Territory, United States was a small late-19th-century settlement in what is now Oklahoma, best known as the birthplace of American humorist and entertainer Will Rogers.
  • D. Watonga, Oklahoma
    Watonga, Oklahoma is a small city in Blaine County known for its agricultural economy and annual cheese festival.
  • E. Oologah, Oklahoma
    Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
  • 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: Mangum, Oklahoma, United States
Triple: [Margaret Avery, placeOfBirth, Mangum, Oklahoma, United States]
Generated description
Mangum is a small rural city in southwestern Oklahoma known as the county seat of Greer County and for its historic downtown and agricultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mangum, Oklahoma, United States
Target entity description: Mangum is a small rural city in southwestern Oklahoma known as the county seat of Greer County and for its historic downtown and agricultural heritage.
  • A. Muskogee, Oklahoma, United States
    Muskogee, Oklahoma, United States, is a small city in eastern Oklahoma known for its country music heritage and as the birthplace of singer Carrie Underwood.
  • B. Okemah, Oklahoma, United States
    Okemah is a small town in central Oklahoma best known as the birthplace of influential American folk singer-songwriter Woody Guthrie.
  • C. Oologah, Indian Territory, United States
    Oologah, Indian Territory, United States was a small late-19th-century settlement in what is now Oklahoma, best known as the birthplace of American humorist and entertainer Will Rogers.
  • D. Watonga, Oklahoma
    Watonga, Oklahoma is a small city in Blaine County known for its agricultural economy and annual cheese festival.
  • E. Oologah, Oklahoma
    Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
  • 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_69d87f255b788190a400eba031dd85d8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e296b9dcb88190beb0ca2206729175 completed April 17, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00260ca9f08190aa95560fea482dd4 completed May 10, 2026, 6:30 a.m.
NEDg Description generation batch_6a0027a095508190b7c6fd56af289e7b completed May 10, 2026, 6:37 a.m.
NED2 Entity disambiguation (via description) batch_6a00282d9b0c81908031404c41b3baa5 completed May 10, 2026, 6:39 a.m.
Created at: April 10, 2026, 5:06 a.m.