Triple

T13740945
Position Surface form Disambiguated ID Type / Status
Subject Heswall railway station E330081 entity
Predicate stationCode P1289 FINISHED
Object HSW
HSW is the National Rail station code for Heswall railway station in Merseyside, England.
 E1057738 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: HSW | Statement: [Heswall railway station, stationCode, HSW]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: HSW
Context triple: [Heswall railway station, stationCode, HSW]
  • A. HSW
    HSW is a major Polish industrial company best known for manufacturing heavy machinery, steel products, and military equipment.
  • B. HSS
    HSS (Home Subscriber Server) is a core network database in IP Multimedia Subsystem (IMS) architectures that manages user identities, subscription profiles, and authentication for telecom services.
  • C. HSS
    HSS is the abbreviation for the Holly Springs Salamanders, a collegiate summer baseball team based in Holly Springs, North Carolina.
  • D. HSS
    HSS is the U.S. Navy designation for the Sikorsky H-34 Choctaw anti-submarine warfare helicopter.
  • E. HSS
    HSS is the Faculty of Humanities & Social Sciences at the University of Bath, encompassing disciplines such as politics, languages, education, psychology, and social policy.
  • 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: HSW
Triple: [Heswall railway station, stationCode, HSW]
Generated description
HSW is the National Rail station code for Heswall railway station in Merseyside, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: HSW
Target entity description: HSW is the National Rail station code for Heswall railway station in Merseyside, England.
  • A. HSW
    HSW is a major Polish industrial company best known for manufacturing heavy machinery, steel products, and military equipment.
  • B. HSS
    HSS (Home Subscriber Server) is a core network database in IP Multimedia Subsystem (IMS) architectures that manages user identities, subscription profiles, and authentication for telecom services.
  • C. HSS
    HSS is the abbreviation for the Holly Springs Salamanders, a collegiate summer baseball team based in Holly Springs, North Carolina.
  • D. HSS
    HSS is the U.S. Navy designation for the Sikorsky H-34 Choctaw anti-submarine warfare helicopter.
  • E. HSS
    HSS is the Faculty of Humanities & Social Sciences at the University of Bath, encompassing disciplines such as politics, languages, education, psychology, and social policy.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0206a4b88190a60914e2b43e54f9 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d6db3a48190a4f3595355f9073b completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79ee1eaf88190a3ee3b9a20271ea8 completed May 3, 2026, 7:15 p.m.
NED2 Entity disambiguation (via description) batch_69f79f7216b08190800165d46172222c completed May 3, 2026, 7:18 p.m.
Created at: April 9, 2026, 9:55 p.m.