Triple
T19635428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Bicutan |
E471381
|
entity |
| Predicate | isHighlyUrbanizedCityBarangayOf |
P129320
|
FINISHED |
| Object | Taguig |
—
|
NE NERFINISHED |
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: Taguig | Statement: [Upper Bicutan, isHighlyUrbanizedCityBarangayOf, Taguig]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taguig Context triple: [Upper Bicutan, isHighlyUrbanizedCityBarangayOf, Taguig]
-
A.
Taguig
chosen
Taguig is a highly urbanized city in Metro Manila in the Philippines, known for the Bonifacio Global City (BGC) business district and rapid commercial and residential development.
-
B.
Kawit
Kawit is a historic coastal municipality in the Philippine province of Cavite, best known as the site where Philippine independence from Spain was first proclaimed in 1898.
-
C.
Kawit
Kawit was an ancient Egyptian queen and consort during the 11th Dynasty, known from her richly decorated sarcophagus and tomb at Deir el-Bahri.
-
D.
Malabon
Malabon is a coastal city in the northern part of Metro Manila in the Philippines, known for its historic districts, flood-prone waterways, and distinctive local cuisine.
-
E.
Ortigas East
Ortigas East is a mixed-use commercial and residential estate in Pasig City, Metro Manila, known for its shopping centers, offices, and urban lifestyle developments.
- 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: isHighlyUrbanizedCityBarangayOf Context triple: [Upper Bicutan, isHighlyUrbanizedCityBarangayOf, Taguig]
-
A.
isHighlyUrbanizedCityBarangay
chosen
Indicates that a barangay is located within a city and exhibits a high degree of urban development and urban characteristics.
-
B.
isHighlyUrbanizedCityOf
Indicates that a city is characterized by a high degree of urban development and population density within the specified larger region or jurisdiction.
-
C.
isUrbanBarangay
Indicates that a given barangay is classified as urban rather than rural.
-
D.
hasUrbanBarangays
Indicates that a place or administrative unit possesses one or more barangays classified as urban.
-
E.
isHighlyUrbanizedCity
Indicates that a city has a very high level of urban development, density, and built-up infrastructure relative to typical cities.
- F. None of above.
Provenance (3 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_69d8e511f28481909f4bc3ea9191e54a |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e64105f44081909c62341bace91972 |
completed | April 20, 2026, 3:06 p.m. |
| PD | Predicate disambiguation | batch_69e514e5cb108190ae260e466c447314 |
completed | April 19, 2026, 5:46 p.m. |
Created at: April 10, 2026, 1:44 p.m.