Triple

T1315992
Position Surface form Disambiguated ID Type / Status
Subject Heard County, Georgia E28103 entity
Predicate namedAfter P63 FINISHED
Object Stephen Heard
Stephen Heard was an American Revolutionary War officer and politician who served as governor of Georgia in the late 18th century.
E173333 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: Stephen Heard | Statement: [Heard County, Georgia, namedAfter, Stephen Heard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Heard
Context triple: [Heard County, Georgia, namedAfter, Stephen Heard]
  • A. Warren Spady
    Warren Spady is a designer best known for creating the trophy awarded in the historic Oregon–Oregon State college football rivalry.
  • B. David Gale
    David Gale was an American mathematician and economist known for his influential work in game theory, mathematical economics, and the theory of linear programming.
  • C. Bill Marshall
    Bill Marshall was a Canadian film producer and cultural entrepreneur best known for co-founding and helping establish the Toronto International Film Festival as a major global cinema event.
  • D. Christopher Weaver
    Christopher Weaver is an American entrepreneur and video game industry pioneer best known as the founder of ZeniMax Media, the parent company of Bethesda Softworks.
  • E. Joe Foster
    Joe Foster is a British entrepreneur best known as the co-founder of the global sportswear brand Reebok.
  • 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: Stephen Heard
Triple: [Heard County, Georgia, namedAfter, Stephen Heard]
Generated description
Stephen Heard was an American Revolutionary War officer and politician who served as governor of Georgia in the late 18th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Heard
Target entity description: Stephen Heard was an American Revolutionary War officer and politician who served as governor of Georgia in the late 18th century.
  • A. Warren Spady
    Warren Spady is a designer best known for creating the trophy awarded in the historic Oregon–Oregon State college football rivalry.
  • B. David Gale
    David Gale was an American mathematician and economist known for his influential work in game theory, mathematical economics, and the theory of linear programming.
  • C. Bill Marshall
    Bill Marshall was a Canadian film producer and cultural entrepreneur best known for co-founding and helping establish the Toronto International Film Festival as a major global cinema event.
  • D. Christopher Weaver
    Christopher Weaver is an American entrepreneur and video game industry pioneer best known as the founder of ZeniMax Media, the parent company of Bethesda Softworks.
  • E. Joe Foster
    Joe Foster is a British entrepreneur best known as the co-founder of the global sportswear brand Reebok.
  • 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_69a498532c3481909223b74af2e578df completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c173a72481909a820d6da6ef9e69 completed March 1, 2026, 10:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad231f92bc8190be41c30adb022b65 completed March 8, 2026, 7:19 a.m.
NEDg Description generation batch_69ad2708ef588190a112cbbe8abbb0ca completed March 8, 2026, 7:36 a.m.
NED2 Entity disambiguation (via description) batch_69ad277bbb18819099289afed0a1f363 completed March 8, 2026, 7:38 a.m.
Created at: March 1, 2026, 7:55 p.m.