Triple

T9253708
Position Surface form Disambiguated ID Type / Status
Subject Peter Walker E222386 entity
Predicate employer P7 FINISHED
Object SWA Group
SWA Group is an international landscape architecture, planning, and urban design firm known for its influential public spaces and large-scale environmental projects.
 E786291 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: SWA Group | Statement: [Peter Walker, employer, SWA Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SWA Group
Context triple: [Peter Walker, employer, SWA Group]
  • A. KCOM Group
    KCOM Group is a UK-based telecommunications and IT services provider best known for delivering broadband, phone, and network solutions, particularly in Hull and East Yorkshire.
  • B. TAP Group
    TAP Group is the holding company that owns and oversees TAP Air Portugal and its related aviation and travel businesses.
  • C. Sky Group
    Sky Group is a major European media and telecommunications conglomerate best known for its satellite television, broadband, and streaming services.
  • D. NSWE Group
    NSWE Group is an investment consortium led by billionaire Nassef Sawiris and Wes Edens, best known for its ownership and financial backing of English Premier League club Aston Villa.
  • E. Egis Group
    Egis Group is a global engineering and infrastructure consulting firm that manages and operates transportation facilities such as airports, roads, and urban transit systems.
  • 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: SWA Group
Triple: [Peter Walker, employer, SWA Group]
Generated description
SWA Group is an international landscape architecture, planning, and urban design firm known for its influential public spaces and large-scale environmental projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SWA Group
Target entity description: SWA Group is an international landscape architecture, planning, and urban design firm known for its influential public spaces and large-scale environmental projects.
  • A. KCOM Group
    KCOM Group is a UK-based telecommunications and IT services provider best known for delivering broadband, phone, and network solutions, particularly in Hull and East Yorkshire.
  • B. TAP Group
    TAP Group is the holding company that owns and oversees TAP Air Portugal and its related aviation and travel businesses.
  • C. Sky Group
    Sky Group is a major European media and telecommunications conglomerate best known for its satellite television, broadband, and streaming services.
  • D. NSWE Group
    NSWE Group is an investment consortium led by billionaire Nassef Sawiris and Wes Edens, best known for its ownership and financial backing of English Premier League club Aston Villa.
  • E. Egis Group
    Egis Group is a global engineering and infrastructure consulting firm that manages and operates transportation facilities such as airports, roads, and urban transit systems.
  • 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_69ca841e4cd481908e738c74e958eaea completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd06b0789481908e8e44ebf1b3c713 completed April 1, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0780c9efc81909470e7c64e23ffed completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d0789ce9908190b5771e07f8b91ec0 completed April 4, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_69d0791194948190ad0f1a3114b9b0ef completed April 4, 2026, 2:36 a.m.
Created at: March 30, 2026, 7:31 p.m.