Triple

T15117703
Position Surface form Disambiguated ID Type / Status
Subject Transport for West Midlands E361082 entity
Predicate abbreviation P43 FINISHED
Object TfWM
TfWM is the public transport authority responsible for planning, coordinating, and improving transport services across the West Midlands region of England.
 E1138093 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: TfWM | Statement: [Transport for West Midlands, abbreviation, TfWM]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TfWM
Context triple: [Transport for West Midlands, abbreviation, TfWM]
  • A. twm
    twm is one of the earliest and simplest X11 window managers, known for its minimalist, classic stacking interface and role as a reference implementation.
  • B. TfGM
    TfGM is the public body responsible for planning, coordinating, and improving public transport and related infrastructure across the Greater Manchester region in England.
  • C. DWM
    DWM is the Windows system component responsible for rendering and managing the visual effects and composition of the desktop user interface.
  • D. Tf3
    Tf3 is a classically trained string trio known for blending classical music with genres like jazz, rock, and pop in highly energetic performances.
  • E. JTFW
    JTFW is a U.S. military joint task force known as Joint Task Force West, typically organized to coordinate multi-service operations in a specific region or mission area.
  • 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: TfWM
Triple: [Transport for West Midlands, abbreviation, TfWM]
Generated description
TfWM is the public transport authority responsible for planning, coordinating, and improving transport services across the West Midlands region of England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TfWM
Target entity description: TfWM is the public transport authority responsible for planning, coordinating, and improving transport services across the West Midlands region of England.
  • A. twm
    twm is one of the earliest and simplest X11 window managers, known for its minimalist, classic stacking interface and role as a reference implementation.
  • B. TfGM
    TfGM is the public body responsible for planning, coordinating, and improving public transport and related infrastructure across the Greater Manchester region in England.
  • C. DWM
    DWM is the Windows system component responsible for rendering and managing the visual effects and composition of the desktop user interface.
  • D. Tf3
    Tf3 is a classically trained string trio known for blending classical music with genres like jazz, rock, and pop in highly energetic performances.
  • E. JTFW
    JTFW is a U.S. military joint task force known as Joint Task Force West, typically organized to coordinate multi-service operations in a specific region or mission area.
  • 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_69d85a0491ec8190830960be8fafb994 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0059ca9048190b742e70e818ee64f completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69feb7f0bb80819080250580466a070a completed May 9, 2026, 4:28 a.m.
NEDg Description generation batch_69feb91365d8819082def7715d889991 completed May 9, 2026, 4:33 a.m.
NED2 Entity disambiguation (via description) batch_69feb9c72eec8190be19a052bcf6d20e completed May 9, 2026, 4:36 a.m.
Created at: April 10, 2026, 3:05 a.m.