Triple

T15933160
Position Surface form Disambiguated ID Type / Status
Subject Lubao E386371 entity
Predicate locatedNear P294 FINISHED
Object Lubao River
Lubao River is a waterway in the Philippines that flows through and helps sustain the municipality of Lubao in Pampanga province.
E1185090 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: Lubao River | Statement: [Lubao, locatedNear, Lubao River]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lubao River
Context triple: [Lubao, locatedNear, Lubao River]
  • A. Bailong River
    The Bailong River is a significant river in northwestern China that flows through Gansu and Sichuan provinces, known for its deep valleys and role in regional agriculture and hydropower.
  • B. Bailang River
    The Bailang River is a significant waterway in eastern China's Shandong Province that flows through and helps define the city of Weifang.
  • C. Laodao River
    The Laodao River is a regional river in Hunan Province, China, that flows through and helps drain the urbanized Changsha–Zhuzhou–Xiangtan metropolitan area.
  • D. Xiliao River
    The Xiliao River is a major river in northeastern China that forms part of the upper Liao River system and drains a large area of Inner Mongolia and Liaoning.
  • E. Mangahao River
    The Mangahao River is a river in the Manawatū-Whanganui region of New Zealand’s North Island, known for the Mangahao hydroelectric power scheme and its role in feeding the Manawatū 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: Lubao River
Triple: [Lubao, locatedNear, Lubao River]
Generated description
Lubao River is a waterway in the Philippines that flows through and helps sustain the municipality of Lubao in Pampanga province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lubao River
Target entity description: Lubao River is a waterway in the Philippines that flows through and helps sustain the municipality of Lubao in Pampanga province.
  • A. Bailong River
    The Bailong River is a significant river in northwestern China that flows through Gansu and Sichuan provinces, known for its deep valleys and role in regional agriculture and hydropower.
  • B. Bailang River
    The Bailang River is a significant waterway in eastern China's Shandong Province that flows through and helps define the city of Weifang.
  • C. Laodao River
    The Laodao River is a regional river in Hunan Province, China, that flows through and helps drain the urbanized Changsha–Zhuzhou–Xiangtan metropolitan area.
  • D. Xiliao River
    The Xiliao River is a major river in northeastern China that forms part of the upper Liao River system and drains a large area of Inner Mongolia and Liaoning.
  • E. Mangahao River
    The Mangahao River is a river in the Manawatū-Whanganui region of New Zealand’s North Island, known for the Mangahao hydroelectric power scheme and its role in feeding the Manawatū 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156a7bdd88190b1d7349ef920fd06 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5b514108190965e77346d8b476e completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb677927c8190bd45e7bae5fcf1ed completed May 9, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7468fb88190a56cf1df5bd20f63 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:53 a.m.