Triple

T16557036
Position Surface form Disambiguated ID Type / Status
Subject West Midlands Ambulance Service E402233 entity
Predicate hasAbbreviation P43 FINISHED
Object WMAS
WMAS is the regional ambulance and emergency medical services provider for the West Midlands area of England.
E1219299 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: WMAS | Statement: [West Midlands Ambulance Service, hasAbbreviation, WMAS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: WMAS
Context triple: [West Midlands Ambulance Service, hasAbbreviation, WMAS]
  • A. WMMR
    WMMR is a long-running rock radio station based in Philadelphia, Pennsylvania, known for its influential role in album-oriented rock and local music culture.
  • B. WRAG
    WRAG is the abbreviation for the Work-Related Activity Group, a category in the UK welfare system for people assessed as capable of some work-related activities while receiving certain benefits.
  • C. WBZ-FM
    WBZ-FM is a Boston-area sports radio station known for its all-sports format and coverage of local professional teams.
  • D. WRKO
    WRKO is a Boston-based AM radio station best known for its long-running news/talk format and role as one of New England’s major talk radio outlets.
  • E. WSCR
    WSCR is a Chicago-based sports radio station known for its all-sports talk format and coverage of local teams.
  • 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: WMAS
Triple: [West Midlands Ambulance Service, hasAbbreviation, WMAS]
Generated description
WMAS is the regional ambulance and emergency medical services provider for the West Midlands area of England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: WMAS
Target entity description: WMAS is the regional ambulance and emergency medical services provider for the West Midlands area of England.
  • A. WMMR
    WMMR is a long-running rock radio station based in Philadelphia, Pennsylvania, known for its influential role in album-oriented rock and local music culture.
  • B. WRAG
    WRAG is the abbreviation for the Work-Related Activity Group, a category in the UK welfare system for people assessed as capable of some work-related activities while receiving certain benefits.
  • C. WBZ-FM
    WBZ-FM is a Boston-area sports radio station known for its all-sports format and coverage of local professional teams.
  • D. WRKO
    WRKO is a Boston-based AM radio station best known for its long-running news/talk format and role as one of New England’s major talk radio outlets.
  • E. WSCR
    WSCR is a Chicago-based sports radio station known for its all-sports talk format and coverage of local teams.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fca6db8819098c4f3919bb052d8 completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0067bcb698819092ede6ba4f8a4a2b completed May 10, 2026, 11:10 a.m.
NEDg Description generation batch_6a0068521c0c819093ddd51aa6f25995 completed May 10, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0068ab40d08190b8998c8f97bd34a5 completed May 10, 2026, 11:14 a.m.
Created at: April 10, 2026, 5:15 a.m.