Triple

T2979512
Position Surface form Disambiguated ID Type / Status
Subject Province of Bataan E80476 entity
Predicate contains P35 FINISHED
Object Limay
Limay is a coastal municipality in the province of Bataan in the Philippines, known for its industrial facilities and role in the country’s energy and petrochemical sectors.
E355693 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: Limay | Statement: [Province of Bataan, contains, Limay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Limay
Context triple: [Province of Bataan, contains, Limay]
  • A. Limay River
    The Limay River is a major Patagonian watercourse in southern Argentina, known for flowing from the Andes through scenic lakes and valleys and serving as a key source of hydroelectric power.
  • B. Agu
    Agu is the young boy protagonist of the novel and film "Beasts of No Nation," whose harrowing journey as a child soldier in an unnamed West African country drives the story’s exploration of war and lost innocence.
  • C. Arga River
    The Arga River is a significant river in northern Spain that flows through the Navarre region, including the city of Pamplona, before joining the Ebro River.
  • D. Cinca River
    The Cinca River is a significant river in northeastern Spain that flows through the Pyrenees and Aragon before joining the Ebro River.
  • E. Ligua River
    The Ligua River is a river in central Chile that flows through the Petorca Province toward the Pacific Ocean, supporting local agriculture and settlements along its course.
  • 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: Limay
Triple: [Province of Bataan, contains, Limay]
Generated description
Limay is a coastal municipality in the province of Bataan in the Philippines, known for its industrial facilities and role in the country’s energy and petrochemical sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Limay
Target entity description: Limay is a coastal municipality in the province of Bataan in the Philippines, known for its industrial facilities and role in the country’s energy and petrochemical sectors.
  • A. Limay River
    The Limay River is a major Patagonian watercourse in southern Argentina, known for flowing from the Andes through scenic lakes and valleys and serving as a key source of hydroelectric power.
  • B. Agu
    Agu is the young boy protagonist of the novel and film "Beasts of No Nation," whose harrowing journey as a child soldier in an unnamed West African country drives the story’s exploration of war and lost innocence.
  • C. Arga River
    The Arga River is a significant river in northern Spain that flows through the Navarre region, including the city of Pamplona, before joining the Ebro River.
  • D. Cinca River
    The Cinca River is a significant river in northeastern Spain that flows through the Pyrenees and Aragon before joining the Ebro River.
  • E. Ligua River
    The Ligua River is a river in central Chile that flows through the Petorca Province toward the Pacific Ocean, supporting local agriculture and settlements along its course.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad999cca40819082e2d6d10bdb7872 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bab35a0819081b6c568606b4c37 completed March 12, 2026, 11:26 p.m.
NEDg Description generation batch_69b34ff5a3608190bf8f33ae25b3d1ba completed March 12, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_69b350b528e4819083497ecfaec5c80d completed March 12, 2026, 11:48 p.m.
Created at: March 8, 2026, 2:58 p.m.