Triple

T4606411
Position Surface form Disambiguated ID Type / Status
Subject Lumad E100447 entity
Predicate includes P1393 FINISHED
Object Dulangan Manobo
Dulangan Manobo are an indigenous Lumad people of Mindanao in the southern Philippines, known for their distinct language, culture, and ancestral forest territories.
E458392 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: Dulangan Manobo | Statement: [Lumad, includes, Dulangan Manobo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dulangan Manobo
Context triple: [Lumad, includes, Dulangan Manobo]
  • A. Mambusao
    Mambusao is a rural municipality in the province of Capiz in the Western Visayas region of the Philippines, known for its agricultural economy and small-town community life.
  • B. Batong Malake
    Batong Malake is a barangay in Los Baños, Laguna, Philippines, known for hosting the University of the Philippines Los Baños and its surrounding student community.
  • C. Mamanguape
    Mamanguape is a municipality in the Brazilian state of Paraíba, known for its historical colonial architecture and location near the Mamanguape River on the state’s northern coast.
  • D. Ivasayen Ivatan
    Ivasayen Ivatan is a variety of the Ivatan language spoken by the Ivatan people of the Batanes Islands in the northern Philippines.
  • E. Talugtug
    Talugtug is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines.
  • 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: Dulangan Manobo
Triple: [Lumad, includes, Dulangan Manobo]
Generated description
Dulangan Manobo are an indigenous Lumad people of Mindanao in the southern Philippines, known for their distinct language, culture, and ancestral forest territories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dulangan Manobo
Target entity description: Dulangan Manobo are an indigenous Lumad people of Mindanao in the southern Philippines, known for their distinct language, culture, and ancestral forest territories.
  • A. Mambusao
    Mambusao is a rural municipality in the province of Capiz in the Western Visayas region of the Philippines, known for its agricultural economy and small-town community life.
  • B. Batong Malake
    Batong Malake is a barangay in Los Baños, Laguna, Philippines, known for hosting the University of the Philippines Los Baños and its surrounding student community.
  • C. Mamanguape
    Mamanguape is a municipality in the Brazilian state of Paraíba, known for its historical colonial architecture and location near the Mamanguape River on the state’s northern coast.
  • D. Ivasayen Ivatan
    Ivasayen Ivatan is a variety of the Ivatan language spoken by the Ivatan people of the Batanes Islands in the northern Philippines.
  • E. Talugtug
    Talugtug is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines.
  • 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_69bd43cce1e08190a07d53af6a9b6c24 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd599c50d08190ab226cd0691e29f9 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa725c048190af9eea074197fa32 completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfd26fbe08190aa44c4a1cbd83f6a completed March 21, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69bdfdc4156081909bf99ae7f72fde23 completed March 21, 2026, 2:09 a.m.
Created at: March 20, 2026, 1:12 p.m.