Triple

T18994386
Position Surface form Disambiguated ID Type / Status
Subject Mark Robarts to endorse bills E464768 entity
Predicate isUsedByAuthorTo P42995 FINISHED
Object criticize social climbing LITERAL FINISHED

How this triple was built (2 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: criticize social climbing | Statement: [Mark Robarts to endorse bills, isUsedByAuthorTo, criticize social climbing]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isUsedByAuthorTo
Context triple: [Mark Robarts to endorse bills, isUsedByAuthorTo, criticize social climbing]
  • A. usedByAuthorTo chosen
    Indicates that something is employed or utilized by an author to achieve a particular purpose or effect.
  • B. usedByAuthor
    Indicates that something (such as a method, tool, or resource) is employed or utilized by an author.
  • C. hasAuthorOf
    Indicates that one entity is the author or creator of another entity (such as a work, document, or publication).
  • D. hasAuthor
    Indicates that an entity is written or created by a specific author.
  • E. usedAsAuthorCitationFor
    Indicates that one entity is cited or referenced as the author in the bibliographic citation of another entity.
  • F. None of above.

Provenance (3 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_69d8dd01a56c81909694a128c66b21d7 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d680dd2881908a72e732c6b25477 completed April 20, 2026, 7:32 a.m.
PD Predicate disambiguation batch_69e4a2f88e0c81908cb20f08bf24cd32 completed April 19, 2026, 9:40 a.m.
Created at: April 10, 2026, 12:01 p.m.