Triple

T3754741
Position Surface form Disambiguated ID Type / Status
Subject Kapampangan E82018 entity
Predicate spokenBy P2181 FINISHED
Object Kapampangan people
The Kapampangan people are an ethnolinguistic group from the central plains of Luzon in the Philippines, known for their rich culinary traditions, vibrant festivals, and distinct Kapampangan language.
E385600 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: Kapampangan people | Statement: [Kapampangan, spokenBy, Kapampangan people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kapampangan people
Context triple: [Kapampangan, spokenBy, Kapampangan people]
  • A. Pangasinan people
    The Pangasinan people are a major ethnolinguistic group of the Philippines, primarily inhabiting the province of Pangasinan in Luzon and known for their rich coastal trading history and distinct cultural traditions.
  • B. Ilocano people
    The Ilocano people are a major ethnolinguistic group of the Philippines, primarily from the Ilocos region of northern Luzon, known for their distinct culture, traditions, and widespread diaspora.
  • C. Bikolano people
    The Bikolano people are a Filipino ethnolinguistic group native to the Bicol Region of southeastern Luzon, known for their distinct culture, cuisine, and use of the Bikol language.
  • D. Ivatan people
    The Ivatan people are an indigenous ethnolinguistic group of the northern Philippines, known for their seafaring culture, stone houses, and distinct traditions shaped by the harsh, typhoon-prone environment of the Batanes Islands.
  • E. Tagalog people
    The Tagalog people are a major ethnolinguistic group in the Philippines, primarily inhabiting central and southern Luzon, known for their Tagalog language and significant influence on Filipino culture and national identity.
  • 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: Kapampangan people
Triple: [Kapampangan, spokenBy, Kapampangan people]
Generated description
The Kapampangan people are an ethnolinguistic group from the central plains of Luzon in the Philippines, known for their rich culinary traditions, vibrant festivals, and distinct Kapampangan language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kapampangan people
Target entity description: The Kapampangan people are an ethnolinguistic group from the central plains of Luzon in the Philippines, known for their rich culinary traditions, vibrant festivals, and distinct Kapampangan language.
  • A. Pangasinan people
    The Pangasinan people are a major ethnolinguistic group of the Philippines, primarily inhabiting the province of Pangasinan in Luzon and known for their rich coastal trading history and distinct cultural traditions.
  • B. Ilocano people
    The Ilocano people are a major ethnolinguistic group of the Philippines, primarily from the Ilocos region of northern Luzon, known for their distinct culture, traditions, and widespread diaspora.
  • C. Bikolano people
    The Bikolano people are a Filipino ethnolinguistic group native to the Bicol Region of southeastern Luzon, known for their distinct culture, cuisine, and use of the Bikol language.
  • D. Ivatan people
    The Ivatan people are an indigenous ethnolinguistic group of the northern Philippines, known for their seafaring culture, stone houses, and distinct traditions shaped by the harsh, typhoon-prone environment of the Batanes Islands.
  • E. Tagalog people
    The Tagalog people are a major ethnolinguistic group in the Philippines, primarily inhabiting central and southern Luzon, known for their Tagalog language and significant influence on Filipino culture and national identity.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb94ffc08190a7fd1ce71a15f787 completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e50825588190b620950ac1d4f408 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e5cd3b3c8190af6ca28a6772625c completed March 14, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69b4e671e02c819094cae2a3a2abb1b4 completed March 14, 2026, 4:39 a.m.
Created at: March 8, 2026, 3:35 p.m.