Triple

T16815297
Position Surface form Disambiguated ID Type / Status
Subject Laoag E408728 entity
Predicate river P165 FINISHED
Object Laoag River
Laoag River is a major waterway in Ilocos Norte, Philippines, flowing through the city of Laoag and playing an important role in local agriculture and settlement.
 E1234961 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: Laoag River | Statement: [Laoag, river, Laoag River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laoag River
Context triple: [Laoag, river, Laoag River]
  • A. 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.
  • B. 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.
  • C. Tarlac River
    Tarlac River is a significant river in the Philippine province of Tarlac that drains agricultural plains before joining the larger Agno River system.
  • D. Meycauayan River
    Meycauayan River is a heavily polluted river in Bulacan, Philippines, known for flowing through industrial and residential areas before emptying into Manila Bay.
  • E. 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.
  • 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: Laoag River
Triple: [Laoag, river, Laoag River]
Generated description
Laoag River is a major waterway in Ilocos Norte, Philippines, flowing through the city of Laoag and playing an important role in local agriculture and settlement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laoag River
Target entity description: Laoag River is a major waterway in Ilocos Norte, Philippines, flowing through the city of Laoag and playing an important role in local agriculture and settlement.
  • A. 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.
  • B. 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.
  • C. Tarlac River
    Tarlac River is a significant river in the Philippine province of Tarlac that drains agricultural plains before joining the larger Agno River system.
  • D. Meycauayan River
    Meycauayan River is a heavily polluted river in Bulacan, Philippines, known for flowing through industrial and residential areas before emptying into Manila Bay.
  • E. 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.
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e0e05081908bd5eaa64abe133d completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b2946ddc81908b1e7c662dc943ff completed May 10, 2026, 4:30 p.m.
NEDg Description generation batch_6a00b3aafac08190b3e0181780f45392 completed May 10, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a00b466ecd08190b7b5ee54476631ab completed May 10, 2026, 4:37 p.m.
Created at: April 10, 2026, 5:23 a.m.