Triple

T5335859
Position Surface form Disambiguated ID Type / Status
Subject Boaz Barak E123823 entity
Predicate hasPreviouslyWorkedAt P11675 FINISHED
Object Microsoft Research E500290 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: Microsoft Research | Statement: [Boaz Barak, hasPreviouslyWorkedAt, Microsoft Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Research
Context triple: [Boaz Barak, hasPreviouslyWorkedAt, Microsoft Research]
  • A. Microsoft Research chosen
    Microsoft Research is the research division of Microsoft, dedicated to advancing computer science and related fields through fundamental and applied research.
  • B. Microsoft Research Cambridge
    Microsoft Research Cambridge is a leading European research laboratory of Microsoft focused on advancing computer science and related fields through fundamental and applied research.
  • C. Intel Labs
    Intel Labs is the research and innovation arm of Intel, focused on advancing cutting-edge technologies in areas such as computing, artificial intelligence, and semiconductor design.
  • D. Oracle Labs
    Oracle Labs is a research and development division of Oracle Corporation focused on advanced computing technologies, programming languages, and runtime systems.
  • E. Google Research
    Google Research is the research division of Google focused on advancing the state of the art in computer science and artificial intelligence through fundamental and applied research.
  • 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: hasPreviouslyWorkedAt
Context triple: [Boaz Barak, hasPreviouslyWorkedAt, Microsoft Research]
  • A. hasWorkedIn
    Indicates that a person has been employed or has performed work within a particular organization, location, or domain for some period of time.
  • B. hasWorkedFor chosen
    Indicates that an entity has been employed by or has provided work or services to another entity.
  • C. workedAs
    Indicates that an entity held a particular job, role, or position, performing work in that capacity.
  • D. hadOccupationStatusUntil
    Indicates that an entity held a particular occupational status up to, but not necessarily beyond, a specified point in time.
  • E. hasMajorEmployerHistory
    Indicates that an entity has a documented history of employment with a major or significant employer.
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85af799081909ee60bfbb65149ee completed March 20, 2026, 5:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18be4bb88190a2b83e51716e677e completed March 21, 2026, 10:16 p.m.
PD Predicate disambiguation batch_69bd84583dbc819088a03e3afb30178c completed March 20, 2026, 5:31 p.m.
Created at: March 20, 2026, 2 p.m.