Triple

T8548510
Position Surface form Disambiguated ID Type / Status
Subject Bagong Silang, Los Baños E202384 entity
Predicate localGovernmentUnitOf P74637 FINISHED
Object Los Baños, Laguna E655671 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: Los Baños, Laguna | Statement: [Bagong Silang, Los Baños, localGovernmentUnitOf, Los Baños, Laguna]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Los Baños, Laguna
Context triple: [Bagong Silang, Los Baños, localGovernmentUnitOf, Los Baños, Laguna]
  • A. Los Baños, Laguna chosen
    Los Baños, Laguna is a municipality in the Philippines known for its hot springs, the University of the Philippines Los Baños campus, and its role in World War II history.
  • B. San Pablo, Laguna
    San Pablo, Laguna is a component city in the Philippines known for its scenic seven crater lakes and its role as a commercial and cultural center in the southern part of Laguna province.
  • C. Santa Cruz, Laguna
    Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
  • D. San Pedro, Laguna
    San Pedro, Laguna is a suburban city in the province of Laguna, Philippines, situated just south of Metro Manila along the shores of Laguna de Bay.
  • E. Calamba, Laguna
    Calamba, Laguna is a highly urbanized city in the Philippines known as the hometown of national hero José Rizal and a major industrial and commercial hub in the Calabarzon region.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: localGovernmentUnitOf
Context triple: [Bagong Silang, Los Baños, localGovernmentUnitOf, Los Baños, Laguna]
  • A. localGovernmentAreaOf chosen
    Indicates that one entity is the local government area within whose jurisdiction or administrative boundaries the other entity is located.
  • B. governmentalUnit
    Indicates that one entity functions as a governmental or administrative unit in relation to another entity.
  • C. localGovernmentAreaType
    Indicates the specific classification or category of a local government area within an administrative or governmental hierarchy.
  • D. provincialGovernmentAtLocation
    Indicates that a provincial-level government is situated or operates at a specific geographic location.
  • E. hasLocalGovernmentBody
    Indicates that an entity is administered or overseen by a specific local government authority or governing body.
  • F. None of above.

Provenance (4 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_69ca832610e08190b3b6c6cd2c250255 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe7529b648190b4b1cf1cb8836546 completed March 31, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69d100a931988190aaff56f16057ea90 completed April 4, 2026, 12:14 p.m.
PD Predicate disambiguation batch_69cbd113e05c81908f4f3fc1b5925164 completed March 31, 2026, 1:50 p.m.
Created at: March 30, 2026, 6:19 p.m.