Triple

T12838587
Position Surface form Disambiguated ID Type / Status
Subject Joseph A. Biedenharn E306983 entity
Predicate spouse P13 FINISHED
Object Annie Ensminger
Annie Ensminger was the wife of American businessman and Coca-Cola bottling pioneer Joseph A. Biedenharn.
E1009531 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: Annie Ensminger | Statement: [Joseph A. Biedenharn, spouse, Annie Ensminger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Annie Ensminger
Context triple: [Joseph A. Biedenharn, spouse, Annie Ensminger]
  • A. Annie Wells
    Annie Wells is an American photojournalist best known for her powerful news imagery that earned her the Pulitzer Prize for Feature Photography.
  • B. Annie Reisinger
    Annie Reisinger was the wife of influential Austrian economist and political scientist Joseph Schumpeter.
  • C. Annie Christian
    "Annie Christian" is a song by Prince, known for its dark, politically charged lyrics and experimental new wave sound on his 1981 album "Controversy."
  • D. Annie Montrose
    Annie Montrose is the sharp-tongued, media-savvy NASA Director of Media Relations in Andy Weir’s science fiction novel (and its film adaptation) "The Martian."
  • E. Annie Hinsche
    Annie Hinsche is known as the former wife of Beach Boys guitarist Carl Wilson and for her connections to the broader Beach Boys family circle.
  • 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: Annie Ensminger
Triple: [Joseph A. Biedenharn, spouse, Annie Ensminger]
Generated description
Annie Ensminger was the wife of American businessman and Coca-Cola bottling pioneer Joseph A. Biedenharn.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Annie Ensminger
Target entity description: Annie Ensminger was the wife of American businessman and Coca-Cola bottling pioneer Joseph A. Biedenharn.
  • A. Annie Wells
    Annie Wells is an American photojournalist best known for her powerful news imagery that earned her the Pulitzer Prize for Feature Photography.
  • B. Annie Reisinger
    Annie Reisinger was the wife of influential Austrian economist and political scientist Joseph Schumpeter.
  • C. Annie Christian
    "Annie Christian" is a song by Prince, known for its dark, politically charged lyrics and experimental new wave sound on his 1981 album "Controversy."
  • D. Annie Montrose
    Annie Montrose is the sharp-tongued, media-savvy NASA Director of Media Relations in Andy Weir’s science fiction novel (and its film adaptation) "The Martian."
  • E. Annie Hinsche
    Annie Hinsche is known as the former wife of Beach Boys guitarist Carl Wilson and for her connections to the broader Beach Boys family circle.
  • 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_69f6a54838888190804202e45a55de48 completed May 3, 2026, 1:30 a.m.
NEDg Description generation batch_69f6a616f6e4819096c9850434882548 completed May 3, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69f6a716bb2c81909dccc5ddbf3c92b5 completed May 3, 2026, 1:38 a.m.
Created at: April 9, 2026, 5:35 p.m.