Triple

T34492051
Position Surface form Disambiguated ID Type / Status
Subject Kaufmann Desert House E885492 entity
Predicate hasRenovationFirm P205445 FINISHED
Object Marmol Radziner
Marmol Radziner is a Los Angeles–based architecture and design firm renowned for its modernist restorations, custom residential projects, and integrated design-build approach.
 E2099307 NE FINISHED

How this triple was built (3 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: Marmol Radziner | Statement: [Kaufmann Desert House, hasRenovationFirm, Marmol Radziner]
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: Marmol Radziner
Triple: [Kaufmann Desert House, hasRenovationFirm, Marmol Radziner]
Generated description
Marmol Radziner is a Los Angeles–based architecture and design firm renowned for its modernist restorations, custom residential projects, and integrated design-build approach.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasRenovationFirm
Context triple: [Kaufmann Desert House, hasRenovationFirm, Marmol Radziner]
  • A. hasRenovation
    Indicates that an entity has undergone, is undergoing, or is associated with a renovation process or renovation event.
  • B. hasRenovationPlan
    Indicates that there exists a planned or proposed renovation activity associated with the subject entity.
  • C. hasRenovatedUnit
    Indicates that an entity has a unit (e.g., property, space, or component) that has undergone renovation or significant improvement.
  • D. hasRenovationCost
    Indicates that an entity is associated with a specific monetary cost required for its renovation.
  • E. requiresRenovation
    Indicates that an entity is in a condition that necessitates repair, updating, or refurbishment before it is suitable for normal use or standards.
  • F. None of above. chosen

Provenance (7 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_69f349cafcec8190997b45b3fdc16c27 completed April 30, 2026, 12:23 p.m.
NER Named-entity recognition batch_6a037c92f03c8190ae2751270b195423 completed May 12, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a37214195288190aeb1dd22cf41cb72 completed June 20, 2026, 11:24 p.m.
NEDg Description generation batch_6a372200430c8190a70e010e1c3cad77 completed June 20, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_6a37230e5a448190a0915ebeada6edd2 completed June 20, 2026, 11:32 p.m.
PD Predicate disambiguation batch_6a0379fbe4a08190bfe65ebd141164e9 completed May 12, 2026, 7:05 p.m.
PDg Predicate description generation batch_6a037c80ba448190853011097a151b7e completed May 12, 2026, 7:16 p.m.
Created at: May 1, 2026, 2:01 a.m.