Triple

T8482647
Position Surface form Disambiguated ID Type / Status
Subject Jumper et al., Nature 2021 E200555 entity
Predicate hasAuthor P4244 FINISHED
Object Andrew J. Ballard
Andrew J. Ballard is a scientific researcher and co-author of a 2021 Nature publication by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
 E754383 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: Andrew J. Ballard | Statement: [Jumper et al., Nature 2021, hasAuthor, Andrew J. Ballard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andrew J. Ballard
Context triple: [Jumper et al., Nature 2021, hasAuthor, Andrew J. Ballard]
  • A. Matthew J. Lloyd
    Matthew J. Lloyd is a cinematographer known for his work on feature films and television, including serving as director of photography on the 2023 film "Origin."
  • B. Andrew D. Martin
    Andrew D. Martin is an American political scientist and academic administrator who serves as the chancellor of Washington University in St. Louis.
  • C. David Duffield
    David Duffield is an American billionaire entrepreneur and philanthropist best known for founding the enterprise software companies PeopleSoft and Workday.
  • D. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • E. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • 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: Andrew J. Ballard
Triple: [Jumper et al., Nature 2021, hasAuthor, Andrew J. Ballard]
Generated description
Andrew J. Ballard is a scientific researcher and co-author of a 2021 Nature publication by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andrew J. Ballard
Target entity description: Andrew J. Ballard is a scientific researcher and co-author of a 2021 Nature publication by Jumper et al., likely contributing to advances in computational biology or protein structure prediction.
  • A. Matthew J. Lloyd
    Matthew J. Lloyd is a cinematographer known for his work on feature films and television, including serving as director of photography on the 2023 film "Origin."
  • B. Andrew D. Martin
    Andrew D. Martin is an American political scientist and academic administrator who serves as the chancellor of Washington University in St. Louis.
  • C. David Duffield
    David Duffield is an American billionaire entrepreneur and philanthropist best known for founding the enterprise software companies PeopleSoft and Workday.
  • D. Andrew Rennison
    Andrew Rennison is a British public official known for serving as the inaugural Surveillance Camera Commissioner, overseeing the regulation and ethical use of CCTV and related surveillance technologies in the UK.
  • E. Jeffrey Stott
    Jeffrey Stott is a film producer best known for his work on the political comedy film "The American President."
  • 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_69ca831b17988190a1f3f3413d57b820 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe53638c48190b742fc51d1b4442a completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf423bade4819094204d98303093c8 completed April 3, 2026, 4:29 a.m.
NEDg Description generation batch_69cf441bd6008190b45027a3928ea60b completed April 3, 2026, 4:37 a.m.
NED2 Entity disambiguation (via description) batch_69cf449ec15881908e95a60bc329db35 completed April 3, 2026, 4:39 a.m.
Created at: March 30, 2026, 6:12 p.m.