Triple

T14466828
Position Surface form Disambiguated ID Type / Status
Subject Weatherford, Oklahoma E358732 entity
Predicate namedAfter P63 FINISHED
Object William J. Weatherford (railroad official)
William J. Weatherford was a railroad official after whom the city of Weatherford, Oklahoma, was named, reflecting his significance in the region’s railway development.
 E1101596 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: William J. Weatherford (railroad official) | Statement: [Weatherford, Oklahoma, namedAfter, William J. Weatherford (railroad official)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William J. Weatherford (railroad official)
Context triple: [Weatherford, Oklahoma, namedAfter, William J. Weatherford (railroad official)]
  • A. Alfred Moore Waddell
    Alfred Moore Waddell was a North Carolina lawyer, Confederate veteran, and white supremacist politician who became notorious for leading the violent 1898 coup in Wilmington that overthrew the city’s multiracial government.
  • B. Grenville M. Dodge
    Grenville M. Dodge was a prominent Union Army general and influential railroad engineer and executive who played a key role in the construction of the First Transcontinental Railroad.
  • C. John O. Meusebach
    John O. Meusebach was a 19th-century German-Texan statesman and colonizer best known for leading German immigration to Texas and negotiating a lasting peace treaty with the Comanche.
  • D. James Napper Tandy
    James Napper Tandy was an Irish revolutionary and political activist best known for his leadership role in the late-18th-century struggle for Irish independence.
  • E. James Edson White
    James Edson White was an American Seventh-day Adventist publisher and missionary, known for his pioneering evangelistic and educational work in the southern United States and as the son of church co-founder Ellen G. White.
  • 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: William J. Weatherford (railroad official)
Triple: [Weatherford, Oklahoma, namedAfter, William J. Weatherford (railroad official)]
Generated description
William J. Weatherford was a railroad official after whom the city of Weatherford, Oklahoma, was named, reflecting his significance in the region’s railway development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William J. Weatherford (railroad official)
Target entity description: William J. Weatherford was a railroad official after whom the city of Weatherford, Oklahoma, was named, reflecting his significance in the region’s railway development.
  • A. Alfred Moore Waddell
    Alfred Moore Waddell was a North Carolina lawyer, Confederate veteran, and white supremacist politician who became notorious for leading the violent 1898 coup in Wilmington that overthrew the city’s multiracial government.
  • B. Grenville M. Dodge
    Grenville M. Dodge was a prominent Union Army general and influential railroad engineer and executive who played a key role in the construction of the First Transcontinental Railroad.
  • C. John O. Meusebach
    John O. Meusebach was a 19th-century German-Texan statesman and colonizer best known for leading German immigration to Texas and negotiating a lasting peace treaty with the Comanche.
  • D. James Napper Tandy
    James Napper Tandy was an Irish revolutionary and political activist best known for his leadership role in the late-18th-century struggle for Irish independence.
  • E. James Edson White
    James Edson White was an American Seventh-day Adventist publisher and missionary, known for his pioneering evangelistic and educational work in the southern United States and as the son of church co-founder Ellen G. White.
  • 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_69d827966698819082e140837737501d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91f6d4c08190a12e9a5901ee3508 completed April 14, 2026, 7:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6499c7188190a79411b471cfa7d4 completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd68a687dc8190bbb1ea24bfdb674b completed May 8, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69fd69982e648190b9af4f2895514c3e completed May 8, 2026, 4:42 a.m.
Created at: April 10, 2026, 1:19 a.m.