Triple

T3548147
Position Surface form Disambiguated ID Type / Status
Subject temperance movement E75044 entity
Predicate hasNotableFigure P304 FINISHED
Object John B. Gough
John B. Gough was a 19th-century American orator and reformer renowned for his powerful speeches advocating abstinence from alcohol and promoting the temperance cause.
 E848655 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. Gough | Statement: [temperance movement, hasNotableFigure, John B. Gough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John B. Gough
Context triple: [temperance movement, hasNotableFigure, John B. Gough]
  • A. William A. Graham
    William A. Graham was a 19th-century American politician from North Carolina who served as U.S. Secretary of the Navy and governor of North Carolina, and was the Whig Party’s vice-presidential nominee in 1852.
  • B. William G. Livesay
    William G. Livesay was a U.S. Army officer who served as a notable commander of the 3rd Infantry Division.
  • C. George T. Dunlap
    George T. Dunlap was an American publisher best known as a co-founder of the prominent publishing house Grosset & Dunlap.
  • D. 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.
  • E. John E. Caldwell
    John E. Caldwell is a business executive known for his leadership role as chairperson of semiconductor company Advanced Micro Devices (AMD).
  • 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. Gough
Triple: [temperance movement, hasNotableFigure, John B. Gough]
Generated description
John B. Gough was a 19th-century American orator and reformer renowned for his powerful speeches advocating abstinence from alcohol and promoting the temperance cause.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John B. Gough
Target entity description: John B. Gough was a 19th-century American orator and reformer renowned for his powerful speeches advocating abstinence from alcohol and promoting the temperance cause.
  • A. William A. Graham
    William A. Graham was a 19th-century American politician from North Carolina who served as U.S. Secretary of the Navy and governor of North Carolina, and was the Whig Party’s vice-presidential nominee in 1852.
  • B. William G. Livesay
    William G. Livesay was a U.S. Army officer who served as a notable commander of the 3rd Infantry Division.
  • C. George T. Dunlap
    George T. Dunlap was an American publisher best known as a co-founder of the prominent publishing house Grosset & Dunlap.
  • D. 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.
  • E. John E. Caldwell
    John E. Caldwell is a business executive known for his leadership role as chairperson of semiconductor company Advanced Micro Devices (AMD).
  • 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_69ad85d33c6c819081d5ac1df13b5680 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbfd0eb6081908f1380db4cfade87 completed March 8, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d380b6a39c8190ade06ba0249ffa79 completed April 6, 2026, 9:45 a.m.
NEDg Description generation batch_69d381a622f481908e32b02c08df6e5b completed April 6, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69d394f1e7f481908123af847a4ce9b1 completed April 6, 2026, 11:11 a.m.
Created at: March 8, 2026, 3:20 p.m.