Triple

T12505638
Position Surface form Disambiguated ID Type / Status
Subject Le Flore County, Oklahoma E298940 entity
Predicate namedAfter P63 FINISHED
Object Joseph P. Le Flore
Joseph P. Le Flore was a prominent historical figure in Oklahoma, likely a regional leader or influential citizen, for whom Le Flore County was named.
 E986738 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: Joseph P. Le Flore | Statement: [Le Flore County, Oklahoma, namedAfter, Joseph P. Le Flore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joseph P. Le Flore
Context triple: [Le Flore County, Oklahoma, namedAfter, Joseph P. Le Flore]
  • A. John Breaux
    John Breaux is an American Democratic politician from Louisiana who served in the U.S. House of Representatives and later as a U.S. Senator, known for his centrist, bipartisan approach to legislation.
  • B. Earl K. Long
    Earl K. Long was a three-time governor of Louisiana known for his populist politics, colorful personality, and role in the influential Long political dynasty.
  • C. Emil W. Haury
    Emil W. Haury was an influential American archaeologist known for his pioneering work on the prehistory of the American Southwest and the Hohokam culture.
  • D. William J. Bordelon
    William J. Bordelon was a United States Marine and Medal of Honor recipient who was killed in action during World War II.
  • E. Charles B. Gallogly
    Charles B. Gallogly is a benefactor and namesake of the University of Oklahoma’s Gallogly College of Engineering, recognized for his significant contributions to engineering education.
  • 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: Joseph P. Le Flore
Triple: [Le Flore County, Oklahoma, namedAfter, Joseph P. Le Flore]
Generated description
Joseph P. Le Flore was a prominent historical figure in Oklahoma, likely a regional leader or influential citizen, for whom Le Flore County was named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joseph P. Le Flore
Target entity description: Joseph P. Le Flore was a prominent historical figure in Oklahoma, likely a regional leader or influential citizen, for whom Le Flore County was named.
  • A. John Breaux
    John Breaux is an American Democratic politician from Louisiana who served in the U.S. House of Representatives and later as a U.S. Senator, known for his centrist, bipartisan approach to legislation.
  • B. Earl K. Long
    Earl K. Long was a three-time governor of Louisiana known for his populist politics, colorful personality, and role in the influential Long political dynasty.
  • C. Emil W. Haury
    Emil W. Haury was an influential American archaeologist known for his pioneering work on the prehistory of the American Southwest and the Hohokam culture.
  • D. William J. Bordelon
    William J. Bordelon was a United States Marine and Medal of Honor recipient who was killed in action during World War II.
  • E. Charles B. Gallogly
    Charles B. Gallogly is a benefactor and namesake of the University of Oklahoma’s Gallogly College of Engineering, recognized for his significant contributions to engineering education.
  • 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_69d6ada4cd388190ae3bbf83ff87057a completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94dfddf38819099263b8b1e804736 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bb5af708190b3786da334c3bf23 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64ce1b0ec8190bcbd245255e548b5 completed May 2, 2026, 7:13 p.m.
NED2 Entity disambiguation (via description) batch_69f64da735f48190b051ce173c13e5b2 completed May 2, 2026, 7:16 p.m.
Created at: April 8, 2026, 9:57 p.m.