Triple

T9529282
Position Surface form Disambiguated ID Type / Status
Subject Brooks's law E229843 entity
Predicate authorOfFormulation P4595 FINISHED
Object Fred Brooks E44669 NE FINISHED

How this triple was built (3 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: Fred Brooks | Statement: [Brooks's law, authorOfFormulation, Fred Brooks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fred Brooks
Context triple: [Brooks's law, authorOfFormulation, Fred Brooks]
  • A. Fred Brooks chosen
    Fred Brooks was an influential American computer scientist and software engineering pioneer best known for managing IBM’s System/360 project and authoring the classic book "The Mythical Man-Month."
  • B. Barry W. Boehm
    Barry W. Boehm is a pioneering American software engineer and computer scientist best known for developing the spiral model of software development and making foundational contributions to software cost estimation and engineering economics.
  • C. Richard P. Gabriel
    Richard P. Gabriel is a computer scientist and writer best known for his work on Lisp, software patterns, and his influential essay "Worse Is Better."
  • D. David L. Parnas
    David L. Parnas is a pioneering software engineer and computer scientist best known for introducing key concepts in software modularity and information hiding that shaped modern software engineering.
  • E. David Boehm
    David Boehm was an American screenwriter active during Hollywood’s early sound era, known for contributing to several popular studio films of the 1930s.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: authorOfFormulation
Context triple: [Brooks's law, authorOfFormulation, Fred Brooks]
  • A. historicallyFormulatedBy chosen
    Indicates that something (such as an idea, theory, or document) was originally developed, articulated, or formally established by a particular agent or group in the past.
  • B. authorOfDescription
    Indicates that an entity is the creator or writer of a particular description or explanatory text about something.
  • C. creatorFullName
    Indicates the full personal name of the entity that created or authored another entity.
  • D. authorOrigin
    Indicates that an author has a specific place, region, or country as their origin or background.
  • E. authorName
    Indicates the name associated with the person or entity that authored a given work or resource.
  • F. None of above.

Provenance (4 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_69ca8479934c81908006d0e6e970ae05 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98b1b93481909812245ac14e4988 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d190d741588190a2cced8da13036bb completed April 4, 2026, 10:29 p.m.
PD Predicate disambiguation batch_69cca56c44f88190a54a5d2a133bb07e completed April 1, 2026, 4:56 a.m.
Created at: March 30, 2026, 8 p.m.