Triple
T8840603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apl.de.ap |
E210380
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
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.
|
E761094
|
NE FINISHED |
How this triple was built (4 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, Pampanga, Philippines | Statement: [Apl.de.ap, placeOfBirth, Angeles City, Pampanga, Philippines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Angeles City, Pampanga, Philippines Context triple: [Apl.de.ap, placeOfBirth, Angeles City, Pampanga, Philippines]
-
A.
San Fernando, Pampanga
San Fernando, Pampanga is a city in the Philippines historically known as a key staging point during the Bataan Death March in World War II.
-
B.
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.
-
C.
Bay City (Metro Manila)
Bay City (Metro Manila) is a major mixed-use waterfront district in Pasay and Parañaque known for its entertainment complexes, commercial developments, and casinos built on reclaimed land along Manila Bay.
-
D.
Mandaluyong, Metro Manila, Philippines
Mandaluyong, in Metro Manila, Philippines, is a highly urbanized city known as a major commercial and business hub that hosts the headquarters of the Asian Development Bank.
-
E.
Los Baños, Laguna, Philippines
Los Baños, Laguna, Philippines is a university town and science hub on the island of Luzon known for its agricultural research institutions, hot springs, and proximity to Mount Makiling.
- 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: Angeles City, Pampanga, Philippines Triple: [Apl.de.ap, placeOfBirth, Angeles City, Pampanga, Philippines]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Angeles City, Pampanga, Philippines Target entity description: 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.
-
A.
San Fernando, Pampanga
San Fernando, Pampanga is a city in the Philippines historically known as a key staging point during the Bataan Death March in World War II.
-
B.
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.
-
C.
Bay City (Metro Manila)
Bay City (Metro Manila) is a major mixed-use waterfront district in Pasay and Parañaque known for its entertainment complexes, commercial developments, and casinos built on reclaimed land along Manila Bay.
-
D.
Mandaluyong, Metro Manila, Philippines
Mandaluyong, in Metro Manila, Philippines, is a highly urbanized city known as a major commercial and business hub that hosts the headquarters of the Asian Development Bank.
-
E.
Los Baños, Laguna, Philippines
Los Baños, Laguna, Philippines is a university town and science hub on the island of Luzon known for its agricultural research institutions, hot springs, and proximity to Mount Makiling.
- 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_69ca838967bc8190b46c3c80a2887ea4 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6085fe24819095139f18da92d7e7 |
completed | April 1, 2026, 12:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf899c5b288190b854acebc9fe33d1 |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8ab6c1a8819097b8a84902a10296 |
completed | April 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8bd252a4819098891bbb67baf897 |
completed | April 3, 2026, 9:43 a.m. |
Created at: March 30, 2026, 6:48 p.m.