Triple

T16264961
Position Surface form Disambiguated ID Type / Status
Subject Randleman, North Carolina E394851 entity
Predicate namedFor P63 FINISHED
Object John B. Randleman
John B. Randleman was a notable figure after whom the city of Randleman, North Carolina, was named, likely due to his prominence or contributions to the area.
 E1225360 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 B. Randleman | Statement: [Randleman, North Carolina, namedFor, John B. Randleman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John B. Randleman
Context triple: [Randleman, North Carolina, namedFor, John B. Randleman]
  • A. William B. Umstead
    William B. Umstead was a mid-20th-century North Carolina politician who served as both a U.S. senator and the 63rd governor of the state.
  • B. Henry L. Muldrow
    Henry L. Muldrow was an American politician and public official after whom the town of Muldrow, Oklahoma, was named.
  • C. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • D. Lofton R. Henderson
    Lofton R. Henderson was a U.S. Marine Corps aviator and squadron commander killed during the Battle of Midway in World War II, remembered for his leadership and sacrifice in one of the war’s pivotal engagements.
  • E. Frank B. Wynn
    Frank B. Wynn was an American physician, conservationist, and mountaineer known for his pioneering climbs and advocacy for national parks.
  • 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 B. Randleman
Triple: [Randleman, North Carolina, namedFor, John B. Randleman]
Generated description
John B. Randleman was a notable figure after whom the city of Randleman, North Carolina, was named, likely due to his prominence or contributions to the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John B. Randleman
Target entity description: John B. Randleman was a notable figure after whom the city of Randleman, North Carolina, was named, likely due to his prominence or contributions to the area.
  • A. William B. Umstead
    William B. Umstead was a mid-20th-century North Carolina politician who served as both a U.S. senator and the 63rd governor of the state.
  • B. Henry L. Muldrow
    Henry L. Muldrow was an American politician and public official after whom the town of Muldrow, Oklahoma, was named.
  • C. George H. Eldridge
    George H. Eldridge was the disability benefits claimant whose challenge to due process protections in benefit termination proceedings led to the landmark U.S. Supreme Court case Mathews v. Eldridge.
  • D. Lofton R. Henderson
    Lofton R. Henderson was a U.S. Marine Corps aviator and squadron commander killed during the Battle of Midway in World War II, remembered for his leadership and sacrifice in one of the war’s pivotal engagements.
  • E. Frank B. Wynn
    Frank B. Wynn was an American physician, conservationist, and mountaineer known for his pioneering climbs and advocacy for national parks.
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c73944819085633e6d2a69bae9 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084a88dc08190a78973bc71f179d4 completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a00853af11881908e0e61fb352e2e87 completed May 10, 2026, 1:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0085f2fd2881908b31bd57790acb74 completed May 10, 2026, 1:19 p.m.
Created at: April 10, 2026, 5:05 a.m.