Triple
T4719407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Fernando, Pampanga |
E104726
|
entity |
| Predicate | hasShoppingMall |
P16039
|
FINISHED |
| Object | Robinsons Starmills Pampanga |
E157700
|
NE FINISHED |
How this triple was built (2 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: Robinsons Starmills Pampanga | Statement: [San Fernando, Pampanga, hasShoppingMall, Robinsons Starmills Pampanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robinsons Starmills Pampanga Context triple: [San Fernando, Pampanga, hasShoppingMall, Robinsons Starmills Pampanga]
-
A.
Clark, Pampanga
Clark, Pampanga is a rapidly developing economic and aviation hub in the Philippines, known for its international airport, business zones, and former U.S. air base.
-
B.
Dasmariñas Village
Dasmariñas Village is an affluent, gated residential enclave in Makati, Metro Manila, known for its upscale homes, tree-lined streets, and high-profile residents.
-
C.
San Fernando, Pampanga
chosen
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.
-
D.
Santa Rosa, Laguna
Santa Rosa, Laguna is a rapidly urbanizing city in the province of Laguna, Philippines, known as a major industrial, commercial, and residential hub south of Metro Manila.
-
E.
San Nicolas, Batangas
San Nicolas, Batangas is a lakeside municipality in the Philippines known for its proximity to Taal Lake and its role as a primary access point for visiting Taal Volcano.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd642779a08190b01e588d515cf498 |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be108bc0048190aeea8674f75105e5 |
completed | March 21, 2026, 3:29 a.m. |
Created at: March 20, 2026, 1:18 p.m.