Triple

T15229245
Position Surface form Disambiguated ID Type / Status
Subject Ham E363954 entity
Predicate hasTransport P1298 FINISHED
Object Ham railway station
Ham railway station is a local train stop serving the village of Ham and its surrounding area, providing regional rail connections for passengers.
 E1145943 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: Ham railway station | Statement: [Ham, hasTransport, Ham railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ham railway station
Context triple: [Ham, hasTransport, Ham railway station]
  • A. Hook railway station
    Hook railway station is a small commuter rail stop in the village of Hook in Hampshire, England, providing local and regional services on the South Western Main Line.
  • B. Hay Railway Station
    Hay Railway Station is a historic former railway station in Hay, New South Wales, recognized as a heritage-listed site for its architectural and transport significance.
  • C. Hamilton railway station
    Hamilton railway station is a suburban train station in Newcastle, New South Wales, serving as a key stop on the Central Coast & Newcastle Line.
  • D. Hamilton railway station
    Hamilton railway station is the main passenger rail hub serving the city of Hamilton in New Zealand’s Waikato region.
  • E. Lee railway station
    Lee railway station is a suburban rail stop in southeast London serving local commuter services on the Sidcup Line into central London.
  • 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: Ham railway station
Triple: [Ham, hasTransport, Ham railway station]
Generated description
Ham railway station is a local train stop serving the village of Ham and its surrounding area, providing regional rail connections for passengers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ham railway station
Target entity description: Ham railway station is a local train stop serving the village of Ham and its surrounding area, providing regional rail connections for passengers.
  • A. Hook railway station
    Hook railway station is a small commuter rail stop in the village of Hook in Hampshire, England, providing local and regional services on the South Western Main Line.
  • B. Hay Railway Station
    Hay Railway Station is a historic former railway station in Hay, New South Wales, recognized as a heritage-listed site for its architectural and transport significance.
  • C. Hamilton railway station
    Hamilton railway station is a suburban train station in Newcastle, New South Wales, serving as a key stop on the Central Coast & Newcastle Line.
  • D. Hamilton railway station
    Hamilton railway station is the main passenger rail hub serving the city of Hamilton in New Zealand’s Waikato region.
  • E. Lee railway station
    Lee railway station is a suburban rail stop in southeast London serving local commuter services on the Sidcup Line into central London.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078ccdf48190b34eabd9e24e45a1 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5edca5c8190827788324a9e886d completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee6706764819099ad22a6289ac465 completed May 9, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69fee706214081909468535055497b8f completed May 9, 2026, 7:49 a.m.
Created at: April 10, 2026, 3:12 a.m.