Triple

T13145210
Position Surface form Disambiguated ID Type / Status
Subject Lavongai (New Hanover) E312317 entity
Predicate hasEthnolinguisticGroup P1898 FINISHED
Object Tungag people
The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
E1072002 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: Tungag people | Statement: [Lavongai (New Hanover), hasEthnolinguisticGroup, Tungag people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tungag people
Context triple: [Lavongai (New Hanover), hasEthnolinguisticGroup, Tungag people]
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • B. Iliganon people
    The Iliganon people are a Visayan ethnolinguistic group native to the city of Iligan and surrounding areas in Mindanao, known for their distinct Iliganon Cebuano dialect and coastal trading heritage.
  • C. Ibaloy people
    The Ibaloy people are an indigenous ethnic group of the northern Philippines, primarily inhabiting the Benguet region of the Cordillera mountains, known for their rich agricultural traditions and distinct cultural practices.
  • D. Itawit people
    The Itawit people are an indigenous ethnic group of northern Luzon in the Philippines, traditionally settled along the Cagayan River and known for their distinct culture and Austronesian heritage.
  • E. Dumagat people
    The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • 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: Tungag people
Triple: [Lavongai (New Hanover), hasEthnolinguisticGroup, Tungag people]
Generated description
The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tungag people
Target entity description: The Tungag people are an indigenous ethnic group of New Ireland Province in Papua New Guinea, known for their distinct Austronesian language and island-based cultural traditions.
  • A. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • B. Iliganon people
    The Iliganon people are a Visayan ethnolinguistic group native to the city of Iligan and surrounding areas in Mindanao, known for their distinct Iliganon Cebuano dialect and coastal trading heritage.
  • C. Ibaloy people
    The Ibaloy people are an indigenous ethnic group of the northern Philippines, primarily inhabiting the Benguet region of the Cordillera mountains, known for their rich agricultural traditions and distinct cultural practices.
  • D. Itawit people
    The Itawit people are an indigenous ethnic group of northern Luzon in the Philippines, traditionally settled along the Cagayan River and known for their distinct culture and Austronesian heritage.
  • E. Dumagat people
    The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bcf6d0c819081d078f33e4bdedc completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1b143388190a6bed8e21105a406 completed May 6, 2026, 8:16 p.m.
NEDg Description generation batch_69fba67cb5b88190ad160d65a14fd841 completed May 6, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69fba6e9ba0c8190b540c86a0b7baa0a completed May 6, 2026, 8:39 p.m.
Created at: April 9, 2026, 9:10 p.m.