Triple

T17675201
Position Surface form Disambiguated ID Type / Status
Subject Ruby on Rails E440626 entity
Predicate supports P516 FINISHED
Object ORM — 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: ORM | Statement: [Ruby on Rails, supports, ORM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ORM
Context triple: [Ruby on Rails, supports, ORM]
  • A. Orm
    Orm is a prominent DC Comics supervillain and half-brother of Aquaman, often depicted as the Ocean Master and one of Atlantis’s chief antagonists.
  • B. Object Data Manager (ODM)
    Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
  • C. DC ORM
    DC ORM is the abbreviated name for the District of Columbia Office of Risk Management, the agency responsible for managing risk, insurance, and related claims for the D.C. government.
  • D. ODB
    ODB was the stage name of Ol' Dirty Bastard, a founding member of the Wu-Tang Clan known for his wild persona, distinctive vocal style, and influential role in 1990s hip-hop.
  • E. ORB
    ORB (Object Request Broker) is a middleware component in distributed computing that enables communication and invocation of methods between objects located on different machines or in different address spaces.
  • 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: ORM
Target entity description: ORM (Object-Relational Mapping) is a programming technique that lets developers interact with a relational database using objects and high-level language constructs instead of writing raw SQL.
  • A. Orm
    Orm is a prominent DC Comics supervillain and half-brother of Aquaman, often depicted as the Ocean Master and one of Atlantis’s chief antagonists.
  • B. Object Data Manager (ODM)
    Object Data Manager (ODM) is IBM AIX’s low-level database-like system for storing and managing configuration and system object information.
  • C. DC ORM
    DC ORM is the abbreviated name for the District of Columbia Office of Risk Management, the agency responsible for managing risk, insurance, and related claims for the D.C. government.
  • D. ODB
    ODB was the stage name of Ol' Dirty Bastard, a founding member of the Wu-Tang Clan known for his wild persona, distinctive vocal style, and influential role in 1990s hip-hop.
  • E. ORB
    ORB (Object Request Broker) is a middleware component in distributed computing that enables communication and invocation of methods between objects located on different machines or in different address spaces.
  • 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_69d8b9e87e18819087104a44dc4dc5b1 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e46f6cca54819094ea0bed1517724e completed April 19, 2026, 6 a.m.
Created at: April 10, 2026, 10 a.m.