Triple

T23435583
Position Surface form Disambiguated ID Type / Status
Subject A303 E563449 entity
Predicate upgradePlans P152267 FINISHED
Object dualling of remaining single-carriageway sections LITERAL FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's LITERAL type shown above.

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: dualling of remaining single-carriageway sections | Statement: [A303, upgradePlans, dualling of remaining single-carriageway sections]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: upgradePlans
Context triple: [A303, upgradePlans, dualling of remaining single-carriageway sections]
  • A. upgradePlan
    Indicates that one entity changes another entity’s plan to a higher or more advanced level.
  • B. upgradeOption
    Indicates that one entity serves as a possible improved or higher-level alternative to another entity.
  • C. upgradePrice
    Indicates the monetary cost required to move from a current version, tier, or level of something to a higher or more advanced one.
  • D. upgradeType
    Indicates the specific kind or category of improvement or enhancement applied to an entity relative to its previous state.
  • E. upgradeProgram
    Indicates that one entity improves, enhances, or replaces another entity’s program with a more advanced or updated version.
  • F. None of above. chosen

Provenance (4 batches)

Stage Batch ID Job type Status
creating batch_69e24553980c8190bb66a2ae0bdab125 elicitation completed
NER batch_69f1a5dbdf248190a09e971f2718d01f ner completed
PD batch_69f061f92da081908e7f1d0cd1e9b01c pd completed
PDg batch_69f07cbbd7488190ab3c8ae7d0fb68bf pdg completed
Created at: April 17, 2026, 5:50 p.m.