Triple

T573808
Position Surface form Disambiguated ID Type / Status
Subject Melba Phillips E13719 entity
Predicate birthPlace P1 FINISHED
Object Hazleton, Indiana, United States
Hazleton, Indiana, United States is a small rural town in Gibson County best known as the birthplace of influential American physicist and educator Melba Phillips.
E71931 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: Hazleton, Indiana, United States | Statement: [Melba Phillips, birthPlace, Hazleton, Indiana, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hazleton, Indiana, United States
Context triple: [Melba Phillips, birthPlace, Hazleton, Indiana, United States]
  • A. Jasper, Indiana, United States
    Jasper, Indiana, United States, is a small city in Dubois County known for its strong German heritage, manufacturing base, and vibrant high school athletics culture.
  • B. Zionsville, Indiana, United States
    Zionsville, Indiana, United States is a suburban town near Indianapolis known for its brick-paved Main Street and as the hometown of basketball coach Brad Stevens.
  • C. Roanoke, Indiana
    Roanoke, Indiana is a small town in Huntington County known for its proximity to Fort Wayne and its mix of rural charm and light industrial and commercial development.
  • D. Bedford, Indiana
    Bedford, Indiana is a small city in southern Indiana renowned as a major center of the Indiana limestone industry.
  • E. West Baden Springs, Indiana, United States
    West Baden Springs, Indiana, United States, is a small town best known as the birthplace of basketball legend Larry Bird and for its historic resort and mineral springs.
  • 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: Hazleton, Indiana, United States
Triple: [Melba Phillips, birthPlace, Hazleton, Indiana, United States]
Generated description
Hazleton, Indiana, United States is a small rural town in Gibson County best known as the birthplace of influential American physicist and educator Melba Phillips.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hazleton, Indiana, United States
Target entity description: Hazleton, Indiana, United States is a small rural town in Gibson County best known as the birthplace of influential American physicist and educator Melba Phillips.
  • A. Jasper, Indiana, United States
    Jasper, Indiana, United States, is a small city in Dubois County known for its strong German heritage, manufacturing base, and vibrant high school athletics culture.
  • B. Zionsville, Indiana, United States
    Zionsville, Indiana, United States is a suburban town near Indianapolis known for its brick-paved Main Street and as the hometown of basketball coach Brad Stevens.
  • C. Roanoke, Indiana
    Roanoke, Indiana is a small town in Huntington County known for its proximity to Fort Wayne and its mix of rural charm and light industrial and commercial development.
  • D. Bedford, Indiana
    Bedford, Indiana is a small city in southern Indiana renowned as a major center of the Indiana limestone industry.
  • E. West Baden Springs, Indiana, United States
    West Baden Springs, Indiana, United States, is a small town best known as the birthplace of basketball legend Larry Bird and for its historic resort and mineral springs.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b4ae0988190bdd0ad428b784d85 completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4ff4c3df48190a886a8d3c633d417 completed March 2, 2026, 3:09 a.m.
NEDg Description generation batch_69a4ffcad6e08190938018ade5bc5d67 completed March 2, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_69a5001de9c481909d43c001028c922c completed March 2, 2026, 3:12 a.m.
Created at: March 1, 2026, 7:33 p.m.