Triple

T12838592
Position Surface form Disambiguated ID Type / Status
Subject Joseph A. Biedenharn E306983 entity
Predicate hasSibling P363 FINISHED
Object Malcolm Biedenharn
Malcolm Biedenharn was a member of the prominent Biedenharn family associated with early Coca-Cola bottling and regional business enterprises in the United States.
E1004142 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: Malcolm Biedenharn | Statement: [Joseph A. Biedenharn, hasSibling, Malcolm Biedenharn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malcolm Biedenharn
Context triple: [Joseph A. Biedenharn, hasSibling, Malcolm Biedenharn]
  • A. Joshua Braff
    Joshua Braff is an American novelist known for works such as "The Unthinkable Thoughts of Jacob Green" and "Peep Show," and is the brother of actor and filmmaker Zach Braff.
  • B. Evan Whitesell
    Evan Whitesell is one of the children of American media personality and helicopter pilot Lauren Sánchez.
  • C. Michael Kube-McDowell
    Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
  • D. Matthew Garber
    Matthew Garber was a British child actor best known for playing Michael Banks in Disney’s classic film "Mary Poppins" (1964).
  • E. Miles Richie
    Miles Richie is an American model and media personality, known as the son of singer Lionel Richie and brother of Sofia Richie.
  • 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: Malcolm Biedenharn
Triple: [Joseph A. Biedenharn, hasSibling, Malcolm Biedenharn]
Generated description
Malcolm Biedenharn was a member of the prominent Biedenharn family associated with early Coca-Cola bottling and regional business enterprises in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malcolm Biedenharn
Target entity description: Malcolm Biedenharn was a member of the prominent Biedenharn family associated with early Coca-Cola bottling and regional business enterprises in the United States.
  • A. Joshua Braff
    Joshua Braff is an American novelist known for works such as "The Unthinkable Thoughts of Jacob Green" and "Peep Show," and is the brother of actor and filmmaker Zach Braff.
  • B. Evan Whitesell
    Evan Whitesell is one of the children of American media personality and helicopter pilot Lauren Sánchez.
  • C. Michael Kube-McDowell
    Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
  • D. Matthew Garber
    Matthew Garber was a British child actor best known for playing Michael Banks in Disney’s classic film "Mary Poppins" (1964).
  • E. Miles Richie
    Miles Richie is an American model and media personality, known as the son of singer Lionel Richie and brother of Sofia Richie.
  • 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96ff11b4481909fb2f92c46186853 completed April 10, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68edd30e881909062e8f91f614990 completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f68f8d2ca08190a385635fb6130a9f completed May 2, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_69f69033a66481908bf4ae23fced5983 completed May 3, 2026, midnight
Created at: April 9, 2026, 5:35 p.m.