Triple

T18930032
Position Surface form Disambiguated ID Type / Status
Subject A14 road E463079 entity
Predicate hasMajorUpgrade P133845 FINISHED
Object A14 Cambridge to Huntingdon improvement scheme 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: A14 Cambridge to Huntingdon improvement scheme | Statement: [A14 road, hasMajorUpgrade, A14 Cambridge to Huntingdon improvement scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A14 Cambridge to Huntingdon improvement scheme
Context triple: [A14 road, hasMajorUpgrade, A14 Cambridge to Huntingdon improvement scheme]
  • A. Huntingdon to Cambridge section chosen
    The Huntingdon to Cambridge section is a major stretch of the A14 in eastern England that serves as a key strategic route linking the Midlands with Cambridge and the East Coast ports.
  • B. Ipswich southern bypass
    The Ipswich southern bypass is a major road section that diverts through-traffic around the southern side of Ipswich, improving traffic flow and reducing congestion in the town centre.
  • C. Cambridge Line between Hitchin and Cambridge
    The Cambridge Line between Hitchin and Cambridge is a key section of the rail network in eastern England, linking the East Coast Main Line to the city of Cambridge and serving both regional and long-distance passenger services.
  • D. Chelmsford bypass
    The Chelmsford bypass is a major roadway designed to divert through-traffic around the city of Chelmsford, reducing congestion in the urban center.
  • E. Colchester bypass
    The Colchester bypass is a major road section designed to divert through-traffic around the town of Colchester, reducing congestion in the urban area.
  • 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: hasMajorUpgrade
Context triple: [A14 road, hasMajorUpgrade, A14 Cambridge to Huntingdon improvement scheme]
  • A. isMajorUpgrade
    Indicates that one version or change represents a significant, non-trivial upgrade over another in terms of scope, impact, or functionality.
  • B. hasMajorInstallation
    Indicates that one entity possesses, hosts, or contains a primary or significant facility, base, or installation of another entity.
  • C. hasMajor
    Indicates that an entity (typically a person or student) has a specific primary field of academic study or specialization.
  • D. hasMajorMigrationWave
    Indicates a significant, large-scale movement of a population from one place to another during a particular period.
  • E. hasMajorBranch
    Indicates that one entity possesses or includes another entity as a primary or principal subdivision or branch.
  • F. None of above. chosen

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_69d8dcfdbbb881909964fa5a75bd0b48 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c9bfaee881908d701c5a05528939 completed April 20, 2026, 6:37 a.m.
PD Predicate disambiguation batch_69e4a2efec5c8190840704016bf547a1 completed April 19, 2026, 9:40 a.m.
PDg Predicate description generation batch_69e4ad8e075c8190ad561edc5e520057 completed April 19, 2026, 10:25 a.m.
Created at: April 10, 2026, 11:59 a.m.