Triple
T15901540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kapampangan people |
E385600
|
entity |
| Predicate | notableCityIdentity |
P120981
|
FINISHED |
| Object | Angeles City is predominantly Kapampangan |
E104973
|
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: Angeles City is predominantly Kapampangan | Statement: [Kapampangan people, notableCityIdentity, Angeles City is predominantly Kapampangan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angeles City is predominantly Kapampangan Context triple: [Kapampangan people, notableCityIdentity, Angeles City is predominantly Kapampangan]
-
A.
Angeles City, Pampanga, Philippines
Angeles City, located in the province of Pampanga in the Philippines, is a highly urbanized city known for its rich Kapampangan culture, culinary heritage, and history as a former U.S. air base host.
-
B.
Angeles City
chosen
Angeles City is a highly urbanized city in the Philippines’ Pampanga province, known as a commercial and cultural hub in Central Luzon.
-
C.
Municipality of Los Ángeles
The Municipality of Los Ángeles is the local government authority responsible for administering public services, urban planning, and community development in the city of Los Ángeles, Chile.
-
D.
Pueblo de Los Ángeles
Pueblo de Los Ángeles was the original Mexican-era settlement that evolved into the modern city of Los Angeles, California.
-
E.
City of Marikina
The City of Marikina is a highly urbanized city in Metro Manila, Philippines, widely recognized as the country’s “Shoe Capital” for its long-standing shoemaking industry.
- 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: notableCityIdentity Context triple: [Kapampangan people, notableCityIdentity, Angeles City is predominantly Kapampangan]
-
A.
notableInCity
Indicates that an entity is particularly prominent, recognized, or significant within a specific city.
-
B.
notableImpactCity
Indicates that an entity has had a significant or widely recognized impact on a particular city.
-
C.
notableCityIncluded
Indicates that a notable or significant city is contained within, or is part of, a larger geographic or administrative entity.
-
D.
notableCitiesRepresented
Indicates that an entity includes or features certain cities as particularly important or prominently represented within it.
-
E.
notableCityOfOperation
Indicates that a city is a primary or particularly significant location where an entity conducts its operations or activities.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e17d4d08f481909f38b75e3f42d9ab |
completed | April 17, 2026, 12:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb04f3ea08190b5581768770677e8 |
completed | May 9, 2026, 10:08 p.m. |
| PD | Predicate disambiguation | batch_69e142ca3b208190946c3aa4c1e6087c |
completed | April 16, 2026, 8:12 p.m. |
| PDg | Predicate description generation | batch_69e17d48cc9c8190b03fd07ae2e9dfd8 |
completed | April 17, 2026, 12:22 a.m. |
Created at: April 10, 2026, 4:52 a.m.