Triple

T2638774
Position Surface form Disambiguated ID Type / Status
Subject Hattiesburg, Mississippi E62812 entity
Predicate foundedBy P104 FINISHED
Object William H. Hardy
William H. Hardy was an American lawyer, railroad executive, and city planner best known for his pivotal role in developing southern Mississippi, including establishing the city of Hattiesburg.
 E691347 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 H. Hardy | Statement: [Hattiesburg, Mississippi, foundedBy, William H. Hardy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William H. Hardy
Context triple: [Hattiesburg, Mississippi, foundedBy, William H. Hardy]
  • A. John A. Hardenbrook
    John A. Hardenbrook was one of the early New York City brokers who helped found what became the New York Stock Exchange by signing the 1792 Buttonwood Agreement.
  • B. William R. Caddy
    William R. Caddy was a United States Marine and Medal of Honor recipient who was killed in action during World War II.
  • C. Henry W. Gerrard
    Henry W. Gerrard was an American cinematographer active in early 20th-century Hollywood, known for his work on classic genre films.
  • D. George M. Murray
    George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
  • E. Edward F. Storey
    Edward F. Storey was a 19th-century Nevada figure, likely a pioneer or local leader, for whom Storey County was named.
  • 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 H. Hardy
Triple: [Hattiesburg, Mississippi, foundedBy, William H. Hardy]
Generated description
William H. Hardy was an American lawyer, railroad executive, and city planner best known for his pivotal role in developing southern Mississippi, including establishing the city of Hattiesburg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William H. Hardy
Target entity description: William H. Hardy was an American lawyer, railroad executive, and city planner best known for his pivotal role in developing southern Mississippi, including establishing the city of Hattiesburg.
  • A. John A. Hardenbrook
    John A. Hardenbrook was one of the early New York City brokers who helped found what became the New York Stock Exchange by signing the 1792 Buttonwood Agreement.
  • B. William R. Caddy
    William R. Caddy was a United States Marine and Medal of Honor recipient who was killed in action during World War II.
  • C. Henry W. Gerrard
    Henry W. Gerrard was an American cinematographer active in early 20th-century Hollywood, known for his work on classic genre films.
  • D. George M. Murray
    George M. Murray was a religious leader and co-author of the 1963 "A Call for Unity" statement by white clergymen that criticized civil rights demonstrations in Birmingham, Alabama.
  • E. Edward F. Storey
    Edward F. Storey was a 19th-century Nevada figure, likely a pioneer or local leader, for whom Storey County was named.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd8e470ac8190bd0d6de6805afcd0 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69c97ca3d5e0819097e904184202b75f completed March 29, 2026, 7:25 p.m.
NEDg Description generation batch_69c9811249bc8190ace23dd28bb8e38a completed March 29, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_69c98196bdd0819097d886d961924f51 completed March 29, 2026, 7:46 p.m.
Created at: March 6, 2026, 9:53 p.m.