Triple

T34621139
Position Surface form Disambiguated ID Type / Status
Subject Direct Rail Services E889004 entity
Predicate operatesDepot P86339 FINISHED
Object Kingmoor depot
Kingmoor depot is a major railway maintenance and operations facility in Carlisle, England, primarily serving the locomotive and rolling stock needs of Direct Rail Services.
 E2104461 NE FINISHED

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: Kingmoor depot | Statement: [Direct Rail Services, operatesDepot, Kingmoor depot]
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kingmoor depot
Triple: [Direct Rail Services, operatesDepot, Kingmoor depot]
Generated description
Kingmoor depot is a major railway maintenance and operations facility in Carlisle, England, primarily serving the locomotive and rolling stock needs of Direct Rail Services.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: operatesDepot
Context triple: [Direct Rail Services, operatesDepot, Kingmoor depot]
  • A. depot
    Indicates that an entity serves as a storage or distribution center location for another entity, such as goods, vehicles, or resources.
  • B. operatedDock
    Indicates that an entity managed or controlled the functioning of a dock or docking facility.
  • C. depotFor chosen
    Indicates that one entity serves as a storage or distribution center location dedicated to supporting or supplying another entity.
  • D. operatesDepository
    Indicates that one entity manages and runs the functions of a depository on behalf of another or within a given context.
  • E. operateIn
    Indicates that an entity performs its activities, functions, or services within a specified location, context, or domain.
  • F. None of above.

Provenance (6 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_69f349d584e08190b40b9f6281ad50c4 completed April 30, 2026, 12:23 p.m.
NER Named-entity recognition batch_6a00c486d394819084fe93d5bb11ea1e completed May 10, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a37411d2fb88190b12300f748919c77 completed June 21, 2026, 1:40 a.m.
NEDg Description generation batch_6a374314a8a481908c7929cd25cb0ce3 completed June 21, 2026, 1:49 a.m.
NED2 Entity disambiguation (via description) batch_6a3743c4418081908e58732f2a19a2e7 completed June 21, 2026, 1:52 a.m.
PD Predicate disambiguation batch_6a00c39d99d48190a94bfa057213499c completed May 10, 2026, 5:42 p.m.
Created at: May 1, 2026, 2:04 a.m.