Triple

T17703005
Position Surface form Disambiguated ID Type / Status
Subject Walsall railway station E441355 entity
Predicate connectsTo P845 FINISHED
Object Bloxwich railway station
Bloxwich railway station is a local rail stop in the town of Bloxwich in the West Midlands, England, providing regional passenger services on the line north of Walsall.
 E1283310 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: Bloxwich railway station | Statement: [Walsall railway station, connectsTo, Bloxwich railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bloxwich railway station
Context triple: [Walsall railway station, connectsTo, Bloxwich railway station]
  • A. Bromsgrove railway station
    Bromsgrove railway station is a railway station in Worcestershire, England, serving the town of Bromsgrove on routes including services from Birmingham and the wider West Midlands.
  • B. Evesham railway station
    Evesham railway station is a regional train station in Worcestershire, England, serving the town of Evesham on the Cotswold Line between Oxford and Worcester.
  • C. Droitwich Spa railway station
    Droitwich Spa railway station is a railway station in Worcestershire, England, serving the town of Droitwich Spa with regional train services.
  • D. Alvechurch railway station
    Alvechurch railway station is a small suburban stop in Worcestershire, England, serving the village of Alvechurch on the Birmingham Cross-City commuter rail route.
  • E. Smethwick Galton Bridge railway station
    Smethwick Galton Bridge railway station is a major interchange station in Smethwick, West Midlands, providing connections between local and regional rail services, including routes into central Birmingham.
  • 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: Bloxwich railway station
Triple: [Walsall railway station, connectsTo, Bloxwich railway station]
Generated description
Bloxwich railway station is a local rail stop in the town of Bloxwich in the West Midlands, England, providing regional passenger services on the line north of Walsall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bloxwich railway station
Target entity description: Bloxwich railway station is a local rail stop in the town of Bloxwich in the West Midlands, England, providing regional passenger services on the line north of Walsall.
  • A. Bromsgrove railway station
    Bromsgrove railway station is a railway station in Worcestershire, England, serving the town of Bromsgrove on routes including services from Birmingham and the wider West Midlands.
  • B. Evesham railway station
    Evesham railway station is a regional train station in Worcestershire, England, serving the town of Evesham on the Cotswold Line between Oxford and Worcester.
  • C. Droitwich Spa railway station
    Droitwich Spa railway station is a railway station in Worcestershire, England, serving the town of Droitwich Spa with regional train services.
  • D. Alvechurch railway station
    Alvechurch railway station is a small suburban stop in Worcestershire, England, serving the village of Alvechurch on the Birmingham Cross-City commuter rail route.
  • E. Smethwick Galton Bridge railway station
    Smethwick Galton Bridge railway station is a major interchange station in Smethwick, West Midlands, providing connections between local and regional rail services, including routes into central Birmingham.
  • 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_69d8b9ea20b48190ace88bb46b01e6a9 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4729528b88190bd8a104f6f6d4e69 completed April 19, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02301ef8488190a71d06780a4f6b29 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a0230bd3388819084da9710cfbef59a completed May 11, 2026, 7:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0231983fb8819080d22d038f97ae5d completed May 11, 2026, 7:44 p.m.
Created at: April 10, 2026, 10:05 a.m.