Triple

T5187984
Position Surface form Disambiguated ID Type / Status
Subject Frodsham railway station E117078 entity
Predicate hasStationCode P1289 FINISHED
Object FRD
FRD is the National Rail station code for Frodsham railway station in Cheshire, England.
 E171127 NE FINISHED

How this triple was built (4 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: FRD | Statement: [Frodsham railway station, hasStationCode, FRD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: FRD
Context triple: [Frodsham railway station, hasStationCode, FRD]
  • A. FRD
    FRD is the station code for a railway station named after U.S. President Franklin D. Roosevelt.
  • B. FRAD
    FRAD (Functional Requirements for Authority Data) is an IFLA conceptual model that defines how authority data about names, titles, and subjects should be structured and related to support library cataloging and information retrieval.
  • C. FRO
    FRO is the three-letter ISO 3166-1 alpha-3 country code assigned to the Faroe Islands.
  • D. FRE
    FRE is the standard abbreviation used for the Fresno Grizzlies minor league baseball team.
  • E. FRE
    FRE is the standard abbreviation used for the Fremantle Dockers, an Australian Football League (AFL) club based in Fremantle, Western Australia.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
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: FRD
Triple: [Frodsham railway station, hasStationCode, FRD]
Generated description
FRD is the National Rail station code for Frodsham railway station in Cheshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: FRD
Target entity description: FRD is the National Rail station code for Frodsham railway station in Cheshire, England.
  • A. FRD chosen
    FRD is the station code for a railway station named after U.S. President Franklin D. Roosevelt.
  • B. FRAD
    FRAD (Functional Requirements for Authority Data) is an IFLA conceptual model that defines how authority data about names, titles, and subjects should be structured and related to support library cataloging and information retrieval.
  • C. FRO
    FRO is the three-letter ISO 3166-1 alpha-3 country code assigned to the Faroe Islands.
  • D. FRE
    FRE is the standard abbreviation used for the Fremantle Dockers, an Australian Football League (AFL) club based in Fremantle, Western Australia.
  • E. FRE
    FRE is the standard abbreviation used for the Fresno Grizzlies minor league baseball team.
  • F. None of above.

Provenance (5 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_69bd44620ff48190bcac01782107a397 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79c56280819085926316f7b520bc completed March 20, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee08af954819080dbe7ea1ac6ddb0 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5fc0c408190b4ad4b77e0045182 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee6b954c08190a353ebcfe829888a completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.