Triple

T18435330
Position Surface form Disambiguated ID Type / Status
Subject RCBC Plaza E450374 entity
Predicate structuralEngineer P616 FINISHED
Object Aromin & Sy + Associates
Aromin & Sy + Associates is a Philippine structural engineering firm known for designing major high-rise and commercial developments.
E1324097 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: Aromin & Sy + Associates | Statement: [RCBC Plaza, structuralEngineer, Aromin & Sy + Associates]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aromin & Sy + Associates
Context triple: [RCBC Plaza, structuralEngineer, Aromin & Sy + Associates]
  • A. 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.
  • B. Omar Associates
    Omar Associates is a Pakistani business group best known in sports for owning the Pakistan Super League franchise Quetta Gladiators.
  • C. 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.
  • D. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • E. 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.
  • 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: Aromin & Sy + Associates
Triple: [RCBC Plaza, structuralEngineer, Aromin & Sy + Associates]
Generated description
Aromin & Sy + Associates is a Philippine structural engineering firm known for designing major high-rise and commercial developments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aromin & Sy + Associates
Target entity description: Aromin & Sy + Associates is a Philippine structural engineering firm known for designing major high-rise and commercial developments.
  • A. 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.
  • B. Omar Associates
    Omar Associates is a Pakistani business group best known in sports for owning the Pakistan Super League franchise Quetta Gladiators.
  • C. 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.
  • D. Kirkegaard Associates
    Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
  • E. 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.
  • 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_69d8d381d6388190a9e94e9c658174e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e51c0bd35c8190b66d62ad9987377f completed April 19, 2026, 6:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0b15e948190a60db27c70f8ad93 completed May 13, 2026, 3:32 a.m.
NEDg Description generation batch_6a03f290f4fc819085e8ec688021af44 completed May 13, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_6a03f2fc94b08190a3a69cced183dc86 completed May 13, 2026, 3:41 a.m.
Created at: April 10, 2026, 11:28 a.m.