Triple

T4725635
Position Surface form Disambiguated ID Type / Status
Subject Manobo E104876 entity
Predicate hasSubgroup P747 FINISHED
Object Higaonon
The Higaonon are an Indigenous Lumad group in Mindanao, Philippines, known for their upland farming, rich oral traditions, and strong customary laws tied to ancestral forest territories.
 E463906 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: Higaonon | Statement: [Manobo, hasSubgroup, Higaonon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Higaonon
Context triple: [Manobo, hasSubgroup, Higaonon]
  • A. Asokoro
    Asokoro is an upscale residential and administrative district in Abuja, Nigeria, known for hosting many government institutions, embassies, and high-profile residents.
  • B. Hagonoy
    Hagonoy is a coastal municipality in the province of Bulacan in the Philippines, known for its fishing industry and aquaculture.
  • C. Miyakoan
    Miyakoan is a Ryukyuan language spoken primarily on the Miyako Islands of Japan, distinct from standard Japanese and recognized as endangered.
  • D. Kusaie
    Kusaie is an alternate name for the Kosraean language spoken on the Micronesian island of Kosrae.
  • E. Amadioha
    Amadioha is a major deity in Igbo traditional religion, revered as the god of thunder, lightning, justice, and moral order.
  • 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: Higaonon
Triple: [Manobo, hasSubgroup, Higaonon]
Generated description
The Higaonon are an Indigenous Lumad group in Mindanao, Philippines, known for their upland farming, rich oral traditions, and strong customary laws tied to ancestral forest territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Higaonon
Target entity description: The Higaonon are an Indigenous Lumad group in Mindanao, Philippines, known for their upland farming, rich oral traditions, and strong customary laws tied to ancestral forest territories.
  • A. Asokoro
    Asokoro is an upscale residential and administrative district in Abuja, Nigeria, known for hosting many government institutions, embassies, and high-profile residents.
  • B. Hagonoy
    Hagonoy is a coastal municipality in the province of Bulacan in the Philippines, known for its fishing industry and aquaculture.
  • C. Miyakoan
    Miyakoan is a Ryukyuan language spoken primarily on the Miyako Islands of Japan, distinct from standard Japanese and recognized as endangered.
  • D. Kusaie
    Kusaie is an alternate name for the Kosraean language spoken on the Micronesian island of Kosrae.
  • E. Amadioha
    Amadioha is a major deity in Igbo traditional religion, revered as the god of thunder, lightning, justice, and moral order.
  • 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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6446b42081908e023979c9685730 completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be109c67648190ba9bda7fc5cb3dd1 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be134fbc088190a2c7b3c3e7f00584 completed March 21, 2026, 3:41 a.m.
NED2 Entity disambiguation (via description) batch_69be13e813e08190842ad5c2ad8e47cc completed March 21, 2026, 3:43 a.m.
Created at: March 20, 2026, 1:18 p.m.