Triple

T18309727
Position Surface form Disambiguated ID Type / Status
Subject Santa Rosa, Laguna E438588 entity
Predicate hasEstateDevelopment P19033 FINISHED
Object Nuvali
Nuvali is a large mixed-use eco-city development in the cities of Santa Rosa, Calamba, and Cabuyao in Laguna, Philippines, known for its residential, commercial, and recreational spaces integrated with extensive green and water features.
E1317550 NE FINISHED

How this triple was built (5 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: Nuvali | Statement: [Santa Rosa, Laguna, hasEstateDevelopment, Nuvali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nuvali
Context triple: [Santa Rosa, Laguna, hasEstateDevelopment, Nuvali]
  • A. Vuvalini
    The Vuvalini are a matriarchal tribe of seasoned warrior women and survivalists in the Mad Max: Fury Road universe, known for their resilience and combat prowess in the post-apocalyptic wasteland.
  • B. Vivara
    Vivara is a small, crescent-shaped islet and nature reserve off the coast of Procida in the Bay of Naples, known for its rich biodiversity and archaeological remains.
  • C. Vyara
    Vyara is a town in the Tapi district of South Gujarat, India, known as an important regional center for trade and administration.
  • D. Naawuni
    Naawuni is the supreme deity revered in the traditional religion of the Dagomba people of northern Ghana.
  • E. Nassa
    Nassa is a small locality or hamlet that forms part of the municipality of Valfurva in northern Italy.
  • 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: Nuvali
Triple: [Santa Rosa, Laguna, hasEstateDevelopment, Nuvali]
Generated description
Nuvali is a large mixed-use eco-city development in the cities of Santa Rosa, Calamba, and Cabuyao in Laguna, Philippines, known for its residential, commercial, and recreational spaces integrated with extensive green and water features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nuvali
Target entity description: Nuvali is a large mixed-use eco-city development in the cities of Santa Rosa, Calamba, and Cabuyao in Laguna, Philippines, known for its residential, commercial, and recreational spaces integrated with extensive green and water features.
  • A. Vuvalini
    The Vuvalini are a matriarchal tribe of seasoned warrior women and survivalists in the Mad Max: Fury Road universe, known for their resilience and combat prowess in the post-apocalyptic wasteland.
  • B. Vivara
    Vivara is a small, crescent-shaped islet and nature reserve off the coast of Procida in the Bay of Naples, known for its rich biodiversity and archaeological remains.
  • C. Vyara
    Vyara is a town in the Tapi district of South Gujarat, India, known as an important regional center for trade and administration.
  • D. Naawuni
    Naawuni is the supreme deity revered in the traditional religion of the Dagomba people of northern Ghana.
  • E. Nassa
    Nassa is a small locality or hamlet that forms part of the municipality of Valfurva in northern Italy.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEstateDevelopment
Context triple: [Santa Rosa, Laguna, hasEstateDevelopment, Nuvali]
  • A. hasAssociatedEstate chosen
    Indicates that one entity is linked to, or has responsibility for, a particular estate or property.
  • B. hasEstateType
    Indicates that an entity possesses or is associated with a particular category or type of estate.
  • C. hadEstate
    Indicates that an entity possessed or owned a particular estate or landed property.
  • D. hasDevelopmentStructures
    Indicates that an entity possesses or is associated with physical or organizational structures used for development activities (such as construction, research, or software development).
  • E. hasNearbyHistoricalEstate
    Indicates that one entity is located close to another entity that is a recognized historical estate.
  • F. None of above.

Provenance (6 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_69d8b915e3e881909125d760c15d0c29 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e5021709f88190a8047dd57edc2029 completed April 19, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03bb6640e88190bed9e233fc14ecec completed May 12, 2026, 11:44 p.m.
NEDg Description generation batch_6a03bcc98f6081908d85c0f08cea8f5d completed May 12, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_6a03c062f9088190aef638dfc212d283 completed May 13, 2026, 12:05 a.m.
PD Predicate disambiguation batch_69e44fdf43d08190bbcfb6b1fe3cc0ee completed April 19, 2026, 3:45 a.m.
Created at: April 10, 2026, 10:36 a.m.