Triple

T4707691
Position Surface form Disambiguated ID Type / Status
Subject Argus E104429 entity
Predicate keyAuthor P12787 FINISHED
Object Barbara Liskov E18422 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: Barbara Liskov | Statement: [Argus, keyAuthor, Barbara Liskov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Liskov
Context triple: [Argus, keyAuthor, Barbara Liskov]
  • A. Barbara Liskov chosen
    Barbara Liskov is an American computer scientist renowned for her pioneering work in programming languages, data abstraction, and distributed systems, and is one of the first women to receive the Turing Award.
  • B. Jeannette M. Wing
    Jeannette M. Wing is a prominent computer scientist known for her influential work on formal methods, software reliability, and the advocacy of "computational thinking" in education and research.
  • C. 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.
  • D. 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.
  • E. Butler Lampson
    Butler Lampson is a pioneering computer scientist best known for his foundational work in computer architecture, operating systems, and distributed computing, particularly during his time at Xerox PARC.
  • 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: keyAuthor
Context triple: [Argus, keyAuthor, Barbara Liskov]
  • A. importantAuthor chosen
    Indicates that an entity plays a significant or primary authorship role in relation to another entity (such as a work, document, or publication).
  • B. featuresAuthor
    Indicates that something includes or highlights a particular author as a primary associated contributor.
  • C. authorName
    Indicates the name associated with the person or entity that authored a given work or resource.
  • D. authorTitle
    Indicates that a person is the creator or writer of a work that bears the specified title.
  • E. authorMovement
    Indicates that an author is associated with, influenced by, or identified as part of a particular artistic, literary, or intellectual movement.
  • 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_69bd43eac3c08190af7e4020c6c3704c completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd680beb508190b3d74e20e1c64405 completed March 20, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69be39e6428c81909be9bdb314993b1e completed March 21, 2026, 6:25 a.m.
PD Predicate disambiguation batch_69bd621ddcd88190903288566f5e5dab completed March 20, 2026, 3:05 p.m.
Created at: March 20, 2026, 1:17 p.m.