Triple
T8439792
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calamba, Laguna |
E199320
|
entity |
| Predicate | hasEconomicZone |
P6793
|
FINISHED |
| Object |
Calamba Industrial Estate
Calamba Industrial Estate is a major industrial and economic zone in Calamba, Laguna, hosting numerous manufacturing and export-oriented companies.
|
E733492
|
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: Calamba Industrial Estate | Statement: [Calamba, Laguna, hasEconomicZone, Calamba Industrial Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calamba Industrial Estate Context triple: [Calamba, Laguna, hasEconomicZone, Calamba Industrial Estate]
-
A.
Iloilo Business Park
Iloilo Business Park is a large mixed-use commercial and lifestyle township development in Iloilo City, Philippines, featuring offices, residences, retail centers, and leisure facilities.
-
B.
First Philippine Industrial Park
First Philippine Industrial Park is a major industrial and economic zone in the Philippines that hosts numerous manufacturing and export-oriented companies within the CALABARZON region.
-
C.
Cavite Export Processing Zone
Cavite Export Processing Zone is a major industrial and export processing hub in the Philippines that hosts numerous manufacturing and electronics companies geared toward international markets.
-
D.
Mactan Export Processing Zone
Mactan Export Processing Zone is a major industrial and export-oriented economic zone in Lapu-Lapu City, Cebu, hosting numerous manufacturing and technology companies.
-
E.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
- 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: Calamba Industrial Estate Triple: [Calamba, Laguna, hasEconomicZone, Calamba Industrial Estate]
Generated description
Calamba Industrial Estate is a major industrial and economic zone in Calamba, Laguna, hosting numerous manufacturing and export-oriented companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calamba Industrial Estate Target entity description: Calamba Industrial Estate is a major industrial and economic zone in Calamba, Laguna, hosting numerous manufacturing and export-oriented companies.
-
A.
Iloilo Business Park
Iloilo Business Park is a large mixed-use commercial and lifestyle township development in Iloilo City, Philippines, featuring offices, residences, retail centers, and leisure facilities.
-
B.
First Philippine Industrial Park
First Philippine Industrial Park is a major industrial and economic zone in the Philippines that hosts numerous manufacturing and export-oriented companies within the CALABARZON region.
-
C.
Cavite Export Processing Zone
Cavite Export Processing Zone is a major industrial and export processing hub in the Philippines that hosts numerous manufacturing and electronics companies geared toward international markets.
-
D.
Mactan Export Processing Zone
Mactan Export Processing Zone is a major industrial and export-oriented economic zone in Lapu-Lapu City, Cebu, hosting numerous manufacturing and technology companies.
-
E.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13708988190a534e38d8254c9bd |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d9140b48190ad0c493948a3de5e |
completed | April 2, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ce1f12e1a081909d28b06c520353ef |
completed | April 2, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fb498448190a2737b8895f6bb48 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:08 p.m.