Triple

T13921625
Position Surface form Disambiguated ID Type / Status
Subject Apayao E334758 entity
Predicate majorRiver P165 FINISHED
Object Apayao River
The Apayao River is a significant waterway in the Cordillera region of northern Luzon in the Philippines, supporting local agriculture, ecosystems, and communities in Apayao province.
E1076038 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: Apayao River | Statement: [Apayao, majorRiver, Apayao River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apayao River
Context triple: [Apayao, majorRiver, Apayao River]
  • A. 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.
  • B. Agusan River
    The Agusan River is one of the longest and most significant rivers in Mindanao, Philippines, flowing through the Caraga (Region XIII) area and supporting its ecosystems, agriculture, and settlements.
  • 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. Bocaue River
    Bocaue River is a waterway in the municipality of Bocaue in Bulacan, Philippines, known locally for its role in transportation, livelihood, and community activities.
  • E. Ilagan River
    The Ilagan River is a significant waterway in the Philippines’ Isabela province, known for draining the Sierra Madre mountains and supporting local agriculture and communities before joining the Cagayan River.
  • 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: Apayao River
Triple: [Apayao, majorRiver, Apayao River]
Generated description
The Apayao River is a significant waterway in the Cordillera region of northern Luzon in the Philippines, supporting local agriculture, ecosystems, and communities in Apayao province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apayao River
Target entity description: The Apayao River is a significant waterway in the Cordillera region of northern Luzon in the Philippines, supporting local agriculture, ecosystems, and communities in Apayao province.
  • A. 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.
  • B. Agusan River
    The Agusan River is one of the longest and most significant rivers in Mindanao, Philippines, flowing through the Caraga (Region XIII) area and supporting its ecosystems, agriculture, and settlements.
  • 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. Bocaue River
    Bocaue River is a waterway in the municipality of Bocaue in Bulacan, Philippines, known locally for its role in transportation, livelihood, and community activities.
  • E. Ilagan River
    The Ilagan River is a significant waterway in the Philippines’ Isabela province, known for draining the Sierra Madre mountains and supporting local agriculture and communities before joining the Cagayan River.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2aa5c1f481908a9d8786872f08fe completed April 14, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69fbc31e42208190a859cd4bbfb3dd1a completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc43623d608190bee3ebd08ffa01e6 completed May 7, 2026, 7:46 a.m.
NED2 Entity disambiguation (via description) batch_69fc43e71f708190903a63388b664ba5 completed May 7, 2026, 7:48 a.m.
Created at: April 9, 2026, 10:16 p.m.