Triple

T3451977
Position Surface form Disambiguated ID Type / Status
Subject Stephens County, Oklahoma E72812 entity
Predicate namedAfter P63 FINISHED
Object John Hall Stephens
John Hall Stephens was an American politician who served as a U.S. Representative from Texas in the late 19th and early 20th centuries.
E358410 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: John Hall Stephens | Statement: [Stephens County, Oklahoma, namedAfter, John Hall Stephens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Hall Stephens
Context triple: [Stephens County, Oklahoma, namedAfter, John Hall Stephens]
  • A. Hiram Bingham I
    Hiram Bingham I was an American Protestant missionary best known for leading the first group of missionaries to Hawaii in the early 19th century and helping to develop the written Hawaiian language.
  • B. Hiram Bingham
    Hiram Bingham was an American explorer and academic best known for bringing international attention to the Incan citadel of Machu Picchu in the early 20th century.
  • C. John Lloyd Stephens
    John Lloyd Stephens was a 19th-century American explorer and writer renowned for his pioneering documentation of ancient Maya ruins in Central America and Mexico.
  • D. John Galen Howard
    John Galen Howard was an influential American architect best known for shaping the early 20th-century architectural landscape of the University of California, Berkeley campus.
  • E. Sylvanus G. Morley
    Sylvanus G. Morley was an American archaeologist and epigrapher renowned for his pioneering research on Maya civilization and hieroglyphic writing.
  • 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: John Hall Stephens
Triple: [Stephens County, Oklahoma, namedAfter, John Hall Stephens]
Generated description
John Hall Stephens was an American politician who served as a U.S. Representative from Texas in the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Hall Stephens
Target entity description: John Hall Stephens was an American politician who served as a U.S. Representative from Texas in the late 19th and early 20th centuries.
  • A. Hiram Bingham I
    Hiram Bingham I was an American Protestant missionary best known for leading the first group of missionaries to Hawaii in the early 19th century and helping to develop the written Hawaiian language.
  • B. Hiram Bingham
    Hiram Bingham was an American explorer and academic best known for bringing international attention to the Incan citadel of Machu Picchu in the early 20th century.
  • C. John Lloyd Stephens
    John Lloyd Stephens was a 19th-century American explorer and writer renowned for his pioneering documentation of ancient Maya ruins in Central America and Mexico.
  • D. John Galen Howard
    John Galen Howard was an influential American architect best known for shaping the early 20th-century architectural landscape of the University of California, Berkeley campus.
  • E. Sylvanus G. Morley
    Sylvanus G. Morley was an American archaeologist and epigrapher renowned for his pioneering research on Maya civilization and hieroglyphic writing.
  • 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbaa2f5ec81909ced93c01e8fe38b completed March 8, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360ef69308190a11f37ddbf3bbc7b completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b361958fd88190bd4a8d9837af6610 completed March 13, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b362310884819082a59ab92fe05fdd completed March 13, 2026, 1:02 a.m.
Created at: March 8, 2026, 3:16 p.m.