Triple

T21666447
Position Surface form Disambiguated ID Type / Status
Subject Proto-Northern Luzon language E534730 entity
Predicate hypothesizedLocation P28981 FINISHED
Object Northern Luzon, Philippines
Northern Luzon, Philippines is a major geographic region on the island of Luzon known for its mountainous terrain, diverse indigenous cultures, and distinct Northern Luzon languages.
E1501211 NE FINISHED

How this triple was built (5 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: Northern Luzon, Philippines | Statement: [Proto-Northern Luzon language, hypothesizedLocation, Northern Luzon, Philippines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northern Luzon, Philippines
Context triple: [Proto-Northern Luzon language, hypothesizedLocation, Northern Luzon, Philippines]
  • A. Southern Luzon, Philippines
    Southern Luzon, Philippines is a major geographical and cultural region in the southern part of Luzon island, known for its mix of urban centers, agricultural areas, and historically significant sites.
  • B. Central Luzon, Philippines
    Central Luzon is a major administrative region in the Philippines known as the country’s rice granary and a key hub for agriculture, industry, and education.
  • C. Batangas, Philippines
    Batangas, Philippines is a province in the Calabarzon region of Luzon known for its beaches, dive sites, heritage towns, and proximity to Taal Volcano.
  • D. Southwestern Philippines
    Southwestern Philippines is a maritime region of the Philippines encompassing island groups like the Sulu Archipelago, known for its strategic location between the Sulu Sea and the Celebes Sea.
  • E. Luzon
    Luzon is the largest and most populous island in the Philippines, home to the nation’s capital, Manila, and its main political and economic centers.
  • 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: Northern Luzon, Philippines
Triple: [Proto-Northern Luzon language, hypothesizedLocation, Northern Luzon, Philippines]
Generated description
Northern Luzon, Philippines is a major geographic region on the island of Luzon known for its mountainous terrain, diverse indigenous cultures, and distinct Northern Luzon languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northern Luzon, Philippines
Target entity description: Northern Luzon, Philippines is a major geographic region on the island of Luzon known for its mountainous terrain, diverse indigenous cultures, and distinct Northern Luzon languages.
  • A. Southern Luzon, Philippines
    Southern Luzon, Philippines is a major geographical and cultural region in the southern part of Luzon island, known for its mix of urban centers, agricultural areas, and historically significant sites.
  • B. Central Luzon, Philippines
    Central Luzon is a major administrative region in the Philippines known as the country’s rice granary and a key hub for agriculture, industry, and education.
  • C. Batangas, Philippines
    Batangas, Philippines is a province in the Calabarzon region of Luzon known for its beaches, dive sites, heritage towns, and proximity to Taal Volcano.
  • D. Southwestern Philippines
    Southwestern Philippines is a maritime region of the Philippines encompassing island groups like the Sulu Archipelago, known for its strategic location between the Sulu Sea and the Celebes Sea.
  • E. Luzon
    Luzon is the largest and most populous island in the Philippines, home to the nation’s capital, Manila, and its main political and economic centers.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hypothesizedLocation
Context triple: [Proto-Northern Luzon language, hypothesizedLocation, Northern Luzon, Philippines]
  • A. possibleLocation chosen
    Indicates that an entity may be located at, or could plausibly occur in, a specified place or spatial context.
  • B. plannedLocation
    Indicates the intended or scheduled location where an entity is expected to be or an event is planned to occur.
  • C. likelyLocatedIn
    Indicates that an entity is probably situated within or associated with a particular location, though not with absolute certainty.
  • D. deltaLocation
    Indicates a change or difference between two locations, typically specifying how one location has shifted relative to another.
  • E. subjectLocation
    Indicates that one entity is located at, in, or near the place or position specified by another entity.
  • F. None of above.

Provenance (6 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_69e0c46898008190aa618a4af55bd1ee completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c0c236881909ffaefea8601b1c2 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a366221f48190bcb79d293330e240 completed May 17, 2026, 9:42 p.m.
NEDg Description generation batch_6a0a375bce908190b7d1433c4ac500c9 completed May 17, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a37e0bed48190b0319d62eaff5d1e completed May 17, 2026, 9:49 p.m.
PD Predicate disambiguation batch_69e6968abfdc81909cf9e0bd72db9eca completed April 20, 2026, 9:11 p.m.
Created at: April 16, 2026, 6:37 p.m.