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.