Triple

T12562476
Position Surface form Disambiguated ID Type / Status
Subject Michael Stonebraker E295382 entity
Predicate doctoralAdvisor P167 FINISHED
Object Bernard A. Galler
Bernard A. Galler was an American computer scientist known for his contributions to programming languages and software systems, as well as his leadership roles in professional computing organizations.
E991169 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: Bernard A. Galler | Statement: [Michael Stonebraker, doctoralAdvisor, Bernard A. Galler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernard A. Galler
Context triple: [Michael Stonebraker, doctoralAdvisor, Bernard A. Galler]
  • A. Leon J. Osterweil
    Leon J. Osterweil is a prominent computer scientist known for his influential contributions to software engineering, particularly in software process modeling and analysis.
  • B. Larry L. Peterson
    Larry L. Peterson is a prominent computer scientist known for his influential research and leadership in computer networking and distributed systems.
  • C. Jay Gruska
    Jay Gruska is an American composer and songwriter best known for his extensive television scoring work, including co-composing the music for the series "Supernatural."
  • D. Michael Goguen
    Michael Goguen is an American animation producer and director best known for his work on numerous superhero and action-oriented animated television series.
  • E. Edward D. Lazowska
    Edward D. Lazowska is an American computer scientist known for his influential work in computer systems and performance evaluation, as well as his leadership in computing research and education policy.
  • 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: Bernard A. Galler
Triple: [Michael Stonebraker, doctoralAdvisor, Bernard A. Galler]
Generated description
Bernard A. Galler was an American computer scientist known for his contributions to programming languages and software systems, as well as his leadership roles in professional computing organizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernard A. Galler
Target entity description: Bernard A. Galler was an American computer scientist known for his contributions to programming languages and software systems, as well as his leadership roles in professional computing organizations.
  • A. Leon J. Osterweil
    Leon J. Osterweil is a prominent computer scientist known for his influential contributions to software engineering, particularly in software process modeling and analysis.
  • B. Larry L. Peterson
    Larry L. Peterson is a prominent computer scientist known for his influential research and leadership in computer networking and distributed systems.
  • C. Jay Gruska
    Jay Gruska is an American composer and songwriter best known for his extensive television scoring work, including co-composing the music for the series "Supernatural."
  • D. Michael Goguen
    Michael Goguen is an American animation producer and director best known for his work on numerous superhero and action-oriented animated television series.
  • E. Edward D. Lazowska
    Edward D. Lazowska is an American computer scientist known for his influential work in computer systems and performance evaluation, as well as his leadership in computing research and education policy.
  • 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d95494ae1c81908b9ee14b8ef92a65 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6558da7e0819086860bfaf394e2d8 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f65a0f1b2881908a7cb21c9de1a5c2 completed May 2, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69f65ad4424c8190933759cca5d73c22 completed May 2, 2026, 8:13 p.m.
Created at: April 8, 2026, 11:48 p.m.