Triple

T2964346
Position Surface form Disambiguated ID Type / Status
Subject Ken Heintzelman E80124 entity
Predicate familyName P18 FINISHED
Object Heintzelman
Heintzelman is a surname most notably associated with American figures such as Major League Baseball pitcher Ken Heintzelman and Civil War general Samuel P. Heintzelman.
 E314860 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: Heintzelman | Statement: [Ken Heintzelman, familyName, Heintzelman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heintzelman
Context triple: [Ken Heintzelman, familyName, Heintzelman]
  • A. Lyman J. Gage
    Lyman J. Gage was an American banker and politician who served as U.S. Secretary of the Treasury under Presidents William McKinley and Theodore Roosevelt.
  • B. George W. Gage
    George W. Gage was a prominent 19th-century Chicago businessman and civic leader after whom Gage Park in Chicago is named.
  • C. Alvan C. Gillem
    Alvan C. Gillem was a United States Army officer and Civil War veteran who later led federal troops in campaigns against Native American groups in the West.
  • D. William B. Waddell
    William B. Waddell was a 19th-century American businessman best known as one of the founders of the Pony Express mail service.
  • E. William H. Stokes
    William H. Stokes is an American Episcopal bishop who serves as the ecclesiastical leader of the Episcopal Diocese of New Jersey.
  • 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: Heintzelman
Triple: [Ken Heintzelman, familyName, Heintzelman]
Generated description
Heintzelman is a surname most notably associated with American figures such as Major League Baseball pitcher Ken Heintzelman and Civil War general Samuel P. Heintzelman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heintzelman
Target entity description: Heintzelman is a surname most notably associated with American figures such as Major League Baseball pitcher Ken Heintzelman and Civil War general Samuel P. Heintzelman.
  • A. Lyman J. Gage
    Lyman J. Gage was an American banker and politician who served as U.S. Secretary of the Treasury under Presidents William McKinley and Theodore Roosevelt.
  • B. George W. Gage
    George W. Gage was a prominent 19th-century Chicago businessman and civic leader after whom Gage Park in Chicago is named.
  • C. Alvan C. Gillem
    Alvan C. Gillem was a United States Army officer and Civil War veteran who later led federal troops in campaigns against Native American groups in the West.
  • D. William B. Waddell
    William B. Waddell was a 19th-century American businessman best known as one of the founders of the Pony Express mail service.
  • E. William H. Stokes
    William H. Stokes is an American Episcopal bishop who serves as the ecclesiastical leader of the Episcopal Diocese of New Jersey.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9958b1e48190a77f37bf63333c5b completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc98d94481908282d21394dc24a7 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd0872b08190bcc2ea53a89218cf completed March 11, 2026, 5:26 a.m.
NED2 Entity disambiguation (via description) batch_69b100f6db7c81908fb4c8f9bfb80128 completed March 11, 2026, 5:43 a.m.
Created at: March 8, 2026, 2:58 p.m.