Triple
T16944043
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dagupan |
E411021
|
entity |
| Predicate | hasBodyOfWater |
P1778
|
FINISHED |
| Object |
Malabago River
Malabago River is a waterway in Dagupan, Philippines, that forms part of the city’s interconnected river system and supports local fishing and transport.
|
E1247455
|
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: Malabago River | Statement: [Dagupan, hasBodyOfWater, Malabago River]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malabago River Context triple: [Dagupan, hasBodyOfWater, Malabago River]
-
A.
Maragondon River
Maragondon River is a waterway in the municipality of Maragondon in Cavite, Philippines, known for its role in local agriculture, ecology, and small-scale tourism.
-
B.
Marilao River
Marilao River is a waterway in the province of Bulacan, Philippines, known for flowing through the municipality of Marilao and for its severe pollution issues.
-
C.
Ambayaoan River
Ambayaoan River is a waterway in the Philippines that serves as one of the contributing rivers to the larger Agno River system.
-
D.
Tanjay River
Tanjay River is a waterway in the Philippines that flows through the city of Tanjay in Negros Oriental, supporting local ecosystems and communities.
-
E.
Pangpang River
Pangpang River is a lesser-known waterway in the Philippines that serves as one of the tributaries feeding into the larger Bicol River system.
- 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: Malabago River Triple: [Dagupan, hasBodyOfWater, Malabago River]
Generated description
Malabago River is a waterway in Dagupan, Philippines, that forms part of the city’s interconnected river system and supports local fishing and transport.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malabago River Target entity description: Malabago River is a waterway in Dagupan, Philippines, that forms part of the city’s interconnected river system and supports local fishing and transport.
-
A.
Maragondon River
Maragondon River is a waterway in the municipality of Maragondon in Cavite, Philippines, known for its role in local agriculture, ecology, and small-scale tourism.
-
B.
Marilao River
Marilao River is a waterway in the province of Bulacan, Philippines, known for flowing through the municipality of Marilao and for its severe pollution issues.
-
C.
Ambayaoan River
Ambayaoan River is a waterway in the Philippines that serves as one of the contributing rivers to the larger Agno River system.
-
D.
Tanjay River
Tanjay River is a waterway in the Philippines that flows through the city of Tanjay in Negros Oriental, supporting local ecosystems and communities.
-
E.
Pangpang River
Pangpang River is a lesser-known waterway in the Philippines that serves as one of the tributaries feeding into the larger Bicol River system.
- 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_69d886c886688190967be07322597ac9 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3cfb08da88190b07c32652bbc1534 |
completed | April 18, 2026, 6:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01232d6360819080ac00b8e56f098d |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a01244a9a1881909a2f0b8394b14cf8 |
completed | May 11, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0124786cc08190881d19c4a1e5a178 |
completed | May 11, 2026, 12:36 a.m. |
Created at: April 10, 2026, 5:31 a.m.