Triple

T13846698
Position Surface form Disambiguated ID Type / Status
Subject Hazlehurst, Mississippi E332824 entity
Predicate namedAfter P63 FINISHED
Object George Hazlehurst
George Hazlehurst was a railroad engineer and developer after whom the city of Hazlehurst, Mississippi, was named.
E1252312 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: George Hazlehurst | Statement: [Hazlehurst, Mississippi, namedAfter, George Hazlehurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: George Hazlehurst
Context triple: [Hazlehurst, Mississippi, namedAfter, George Hazlehurst]
  • A. George Hively
    George Hively was an American film editor and screenwriter active during the early 20th century, known for his work in Hollywood studio productions.
  • B. Charles Mawhood
    Charles Mawhood was a British Army officer best known for leading Crown forces against George Washington’s troops during the American Revolutionary War, particularly at the Battle of Princeton.
  • C. Charles Jennings
    Charles Jennings was a Canadian journalist and radio broadcaster, best known for his work with the Canadian Broadcasting Corporation (CBC) and as the father of news anchor Peter Jennings.
  • D. George Haight
    George Haight was a film producer active in early 20th-century American cinema, known for his work on projects such as "The Story of Vernon and Irene Castle."
  • E. Charles Hackley
    Charles Hackley was a prominent 19th-century lumber baron and philanthropist from Muskegon, Michigan, known for his significant contributions to the city’s cultural and educational institutions.
  • 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: George Hazlehurst
Triple: [Hazlehurst, Mississippi, namedAfter, George Hazlehurst]
Generated description
George Hazlehurst was a railroad engineer and developer after whom the city of Hazlehurst, Mississippi, was named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: George Hazlehurst
Target entity description: George Hazlehurst was a railroad engineer and developer after whom the city of Hazlehurst, Mississippi, was named.
  • A. George Hively
    George Hively was an American film editor and screenwriter active during the early 20th century, known for his work in Hollywood studio productions.
  • B. Charles Mawhood
    Charles Mawhood was a British Army officer best known for leading Crown forces against George Washington’s troops during the American Revolutionary War, particularly at the Battle of Princeton.
  • C. Charles Jennings
    Charles Jennings was a Canadian journalist and radio broadcaster, best known for his work with the Canadian Broadcasting Corporation (CBC) and as the father of news anchor Peter Jennings.
  • D. George Haight
    George Haight was a film producer active in early 20th-century American cinema, known for his work on projects such as "The Story of Vernon and Irene Castle."
  • E. Charles Hackley
    Charles Hackley was a prominent 19th-century lumber baron and philanthropist from Muskegon, Michigan, known for his significant contributions to the city’s cultural and educational institutions.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02b2a9788190b164760adec64ef6 completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a014132570081909fab220c002c2f10 completed May 11, 2026, 2:38 a.m.
NEDg Description generation batch_6a01427966b48190ab7cbdaa139f6fbc completed May 11, 2026, 2:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0142ff1c84819093604fe074f37660 completed May 11, 2026, 2:46 a.m.
Created at: April 9, 2026, 10:13 p.m.