Triple

T17213130
Position Surface form Disambiguated ID Type / Status
Subject Carmarthen railway station E417780 entity
Predicate formerLineServed P126423 FINISHED
Object Carmarthen–Newcastle Emlyn line
The Carmarthen–Newcastle Emlyn line was a rural railway route in west Wales that connected Carmarthen with the market town of Newcastle Emlyn, primarily serving local passenger and agricultural freight traffic before its closure.
E1262142 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: Carmarthen–Newcastle Emlyn line | Statement: [Carmarthen railway station, formerLineServed, Carmarthen–Newcastle Emlyn line]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carmarthen–Newcastle Emlyn line
Context triple: [Carmarthen railway station, formerLineServed, Carmarthen–Newcastle Emlyn line]
  • A. West Wales Line
    The West Wales Line is a railway route in southwest Wales that links the South Wales rail network to coastal towns such as Carmarthen, Milford Haven, and Fishguard.
  • B. Cynwyd Line
    The Cynwyd Line is a short commuter rail service in the Philadelphia area operated by SEPTA, running between Center City and the Cynwyd neighborhood in Lower Merion Township.
  • C. Merthyr Line
    The Merthyr Line is a commuter rail route in South Wales that connects Cardiff with Merthyr Tydfil and surrounding Valleys communities.
  • D. Vale of Glamorgan Line
    The Vale of Glamorgan Line is a railway route in South Wales that connects Cardiff with coastal towns such as Barry and Bridgend, serving both commuter and regional passenger traffic.
  • E. Maesteg Line
    The Maesteg Line is a commuter rail route in South Wales connecting Maesteg with larger hubs such as Cardiff via Bridgend.
  • 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: Carmarthen–Newcastle Emlyn line
Triple: [Carmarthen railway station, formerLineServed, Carmarthen–Newcastle Emlyn line]
Generated description
The Carmarthen–Newcastle Emlyn line was a rural railway route in west Wales that connected Carmarthen with the market town of Newcastle Emlyn, primarily serving local passenger and agricultural freight traffic before its closure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carmarthen–Newcastle Emlyn line
Target entity description: The Carmarthen–Newcastle Emlyn line was a rural railway route in west Wales that connected Carmarthen with the market town of Newcastle Emlyn, primarily serving local passenger and agricultural freight traffic before its closure.
  • A. West Wales Line
    The West Wales Line is a railway route in southwest Wales that links the South Wales rail network to coastal towns such as Carmarthen, Milford Haven, and Fishguard.
  • B. Cynwyd Line
    The Cynwyd Line is a short commuter rail service in the Philadelphia area operated by SEPTA, running between Center City and the Cynwyd neighborhood in Lower Merion Township.
  • C. Merthyr Line
    The Merthyr Line is a commuter rail route in South Wales that connects Cardiff with Merthyr Tydfil and surrounding Valleys communities.
  • D. Vale of Glamorgan Line
    The Vale of Glamorgan Line is a railway route in South Wales that connects Cardiff with coastal towns such as Barry and Bridgend, serving both commuter and regional passenger traffic.
  • E. Maesteg Line
    The Maesteg Line is a commuter rail route in South Wales connecting Maesteg with larger hubs such as Cardiff via Bridgend.
  • F. None of above. chosen

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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42dc795d08190b90801a4f8b23afe completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0180c85b148190825bc99b28363c89 completed May 11, 2026, 7:10 a.m.
NEDg Description generation batch_6a01837f277081909719c817d15d7b6e completed May 11, 2026, 7:21 a.m.
NED2 Entity disambiguation (via description) batch_6a01841d9ea88190856871c197da2b8a completed May 11, 2026, 7:24 a.m.
Created at: April 10, 2026, 5:38 a.m.