Triple

T6865972
Position Surface form Disambiguated ID Type / Status
Subject King’s Cross Central E158400 entity
Predicate masterPlannedBy P35435 FINISHED
Object Porphyrios Associates
Porphyrios Associates is an architectural and urban design firm known for its classical and context-sensitive masterplanning of major urban regeneration projects in the UK and abroad.
E625581 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: Porphyrios Associates | Statement: [King’s Cross Central, masterPlannedBy, Porphyrios Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Porphyrios Associates
Context triple: [King’s Cross Central, masterPlannedBy, Porphyrios Associates]
  • A. Doxiadis Associates
    Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
  • B. Omrania and Associates
    Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
  • C. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • D. Adamson Associates
    Adamson Associates is an international architecture and design firm known for its work on major commercial and mixed-use developments, including prominent skyscrapers and urban landmarks.
  • E. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • 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: Porphyrios Associates
Triple: [King’s Cross Central, masterPlannedBy, Porphyrios Associates]
Generated description
Porphyrios Associates is an architectural and urban design firm known for its classical and context-sensitive masterplanning of major urban regeneration projects in the UK and abroad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Porphyrios Associates
Target entity description: Porphyrios Associates is an architectural and urban design firm known for its classical and context-sensitive masterplanning of major urban regeneration projects in the UK and abroad.
  • A. Doxiadis Associates
    Doxiadis Associates was an influential Greek architectural and urban planning firm founded by Constantinos A. Doxiadis, known for its large-scale planning projects and the development of the theory of Ekistics.
  • B. Omrania and Associates
    Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
  • C. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • D. Adamson Associates
    Adamson Associates is an international architecture and design firm known for its work on major commercial and mixed-use developments, including prominent skyscrapers and urban landmarks.
  • E. Parish-Hadley Associates
    Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
  • 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_69c68831e3648190a643c328122e4d43 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d88c48f08190b9afba97b19d8605 completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7428b2fe88190ac1798922e2b9620 completed March 28, 2026, 2:52 a.m.
NEDg Description generation batch_69c7437978b48190a9c79761c15355cd completed March 28, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69c743f4c6fc8190b8a39fdfe7a796ea completed March 28, 2026, 2:59 a.m.
Created at: March 27, 2026, 2:21 p.m.