Triple

T4606413
Position Surface form Disambiguated ID Type / Status
Subject Lumad E100447 entity
Predicate includes P1393 FINISHED
Object Mamanwa people
The Mamanwa people are an indigenous Negrito ethnic group of Mindanao in the southern Philippines, known for their distinct language, traditional forest-based lifestyle, and rich animist spiritual practices.
E471333 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: Mamanwa people | Statement: [Lumad, includes, Mamanwa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mamanwa people
Context triple: [Lumad, includes, Mamanwa people]
  • A. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • B. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • C. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • D. Kalanguya people
    The Kalanguya people are an indigenous ethnic group of the northern Philippines, known for their distinct highland culture, traditions, and close spiritual ties to the Cordillera mountains.
  • E. Margi people
    The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
  • 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: Mamanwa people
Triple: [Lumad, includes, Mamanwa people]
Generated description
The Mamanwa people are an indigenous Negrito ethnic group of Mindanao in the southern Philippines, known for their distinct language, traditional forest-based lifestyle, and rich animist spiritual practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mamanwa people
Target entity description: The Mamanwa people are an indigenous Negrito ethnic group of Mindanao in the southern Philippines, known for their distinct language, traditional forest-based lifestyle, and rich animist spiritual practices.
  • A. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • B. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • C. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • D. Kalanguya people
    The Kalanguya people are an indigenous ethnic group of the northern Philippines, known for their distinct highland culture, traditions, and close spiritual ties to the Cordillera mountains.
  • E. Margi people
    The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
  • 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_69be4d6a6c4c819083dfbc276150d38b completed March 21, 2026, 7:48 a.m.
NEDg Description generation batch_69be4e08527c81908d5e512945a79ce1 completed March 21, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69be4edc3b0c819080e99d435c0281d8 completed March 21, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:12 p.m.