Triple

T1217824
Position Surface form Disambiguated ID Type / Status
Subject Balch Springs E26145 entity
Predicate namedFor P63 FINISHED
Object John M. Balch
John M. Balch was an individual significant enough in local history that the city of Balch Springs, Texas, was named in his honor.
 E357748 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 M. Balch | Statement: [Balch Springs, namedFor, John M. Balch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John M. Balch
Context triple: [Balch Springs, namedFor, John M. Balch]
  • A. Charles J. Hatfield
    Charles J. Hatfield was an American physician and public health leader best known as a co-founder and early driving force behind the American Cancer Society.
  • B. James K. Boyce
    James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
  • C. James L. Wilmeth
    James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
  • D. William M. Rice
    William M. Rice was an American businessman and philanthropist best known as the founder and namesake of Rice University in Houston, Texas.
  • E. Harry M. Wegeforth
    Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
  • 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 M. Balch
Triple: [Balch Springs, namedFor, John M. Balch]
Generated description
John M. Balch was an individual significant enough in local history that the city of Balch Springs, Texas, was named in his honor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John M. Balch
Target entity description: John M. Balch was an individual significant enough in local history that the city of Balch Springs, Texas, was named in his honor.
  • A. Charles J. Hatfield
    Charles J. Hatfield was an American physician and public health leader best known as a co-founder and early driving force behind the American Cancer Society.
  • B. James K. Boyce
    James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
  • C. James L. Wilmeth
    James L. Wilmeth was an American government official who served as a senior federal financial administrator in the early 20th century.
  • D. William M. Rice
    William M. Rice was an American businessman and philanthropist best known as the founder and namesake of Rice University in Houston, Texas.
  • E. Harry M. Wegeforth
    Harry M. Wegeforth was an American physician and civic leader best known for establishing and guiding the early development of the San Diego Zoo into a major zoological institution.
  • 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_69a4948331fc8190b531ac9bec71c491 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4be08157c8190b248bb75b922644f completed March 1, 2026, 10:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b35449d84c819082e1a1aefc7234c5 completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b3583fd35481909500b9feaec9977f completed March 13, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_69b35949fe048190a78a7c0b303e20e6 completed March 13, 2026, 12:24 a.m.
Created at: March 1, 2026, 7:46 p.m.