Triple

T17581543
Position Surface form Disambiguated ID Type / Status
Subject Saharanpur district E428214 entity
Predicate hasTown P847 FINISHED
Object Behat — NE NERFINISHED

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: Behat | Statement: [Saharanpur district, hasTown, Behat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Behat
Context triple: [Saharanpur district, hasTown, Behat]
  • A. Behat
    Behat is a behavior-driven development (BDD) framework for PHP that lets developers write human-readable tests describing application behavior.
  • B. Concordion
    Concordion is a specification-by-example testing framework for Java that lets you write executable acceptance tests in plain English within HTML documents.
  • C. BDD
    BDD (Behavior-Driven Development) is a software development approach that emphasizes collaboration between developers, testers, and business stakeholders by defining system behavior through human-readable, example-based specifications.
  • D. RSpec Story Runner (early BDD tools)
    RSpec Story Runner was an early behavior-driven development tool for Ruby that introduced a narrative, story-based style of specifying application behavior before it evolved into RSpec’s more familiar example-based syntax.
  • E. PHPUnit
    PHPUnit is a widely used unit testing framework for PHP that provides tools for writing, organizing, and running automated tests.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Behat
Target entity description: Behat is a small town in the Saharanpur district of Uttar Pradesh, India, known for its agricultural surroundings and local trade.
  • A. Behat
    Behat is a behavior-driven development (BDD) framework for PHP that lets developers write human-readable tests describing application behavior.
  • B. Concordion
    Concordion is a specification-by-example testing framework for Java that lets you write executable acceptance tests in plain English within HTML documents.
  • C. BDD
    BDD (Behavior-Driven Development) is a software development approach that emphasizes collaboration between developers, testers, and business stakeholders by defining system behavior through human-readable, example-based specifications.
  • D. RSpec Story Runner (early BDD tools)
    RSpec Story Runner was an early behavior-driven development tool for Ruby that introduced a narrative, story-based style of specifying application behavior before it evolved into RSpec’s more familiar example-based syntax.
  • E. PHPUnit
    PHPUnit is a widely used unit testing framework for PHP that provides tools for writing, organizing, and running automated tests.
  • F. None of above. chosen

Provenance (2 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e463ce8eb081909257be47d150aa04 completed April 19, 2026, 5:10 a.m.
Created at: April 10, 2026, 5:50 a.m.