Triple
T19633642
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mamanwa people |
E471333
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
Mamanwa language
The Mamanwa language is an Austronesian language spoken by the indigenous Mamanwa people of northeastern Mindanao in the Philippines.
|
E1386774
|
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 language | Statement: [Mamanwa people, language, Mamanwa language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mamanwa language Context triple: [Mamanwa people, language, Mamanwa language]
-
A.
Mampruli language
Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
-
B.
Mambae language
The Mambae language is an Austronesian language spoken primarily in East Timor, notable for its role in local identity and traditional culture.
-
C.
Bambam language
The Bambam language is an Austronesian language spoken in parts of South Sulawesi, Indonesia, known for its place within the region’s diverse indigenous linguistic landscape.
-
D.
Mayangna language
The Mayangna language is an indigenous Misumalpan language spoken by the Mayangna people primarily in Nicaragua’s Caribbean region.
-
E.
Maanyan language
Maanyan language is an Austronesian language spoken by the Maanyan people of central Kalimantan in Indonesia, closely related to other Barito languages and historically linked to the ancestors of the Malagasy language.
- 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 language Triple: [Mamanwa people, language, Mamanwa language]
Generated description
The Mamanwa language is an Austronesian language spoken by the indigenous Mamanwa people of northeastern Mindanao in the Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mamanwa language Target entity description: The Mamanwa language is an Austronesian language spoken by the indigenous Mamanwa people of northeastern Mindanao in the Philippines.
-
A.
Mampruli language
Mampruli is a Gur language spoken primarily by the Mamprusi people in northern Ghana and parts of neighboring West African countries.
-
B.
Mambae language
The Mambae language is an Austronesian language spoken primarily in East Timor, notable for its role in local identity and traditional culture.
-
C.
Bambam language
The Bambam language is an Austronesian language spoken in parts of South Sulawesi, Indonesia, known for its place within the region’s diverse indigenous linguistic landscape.
-
D.
Mayangna language
The Mayangna language is an indigenous Misumalpan language spoken by the Mayangna people primarily in Nicaragua’s Caribbean region.
-
E.
Maanyan language
Maanyan language is an Austronesian language spoken by the Maanyan people of central Kalimantan in Indonesia, closely related to other Barito languages and historically linked to the ancestors of the Malagasy language.
- 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_69d8e511f28481909f4bc3ea9191e54a |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e64104ff2881908fec49b7fba5a2e6 |
completed | April 20, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0771c65a348190b4604714f5e242f2 |
completed | May 15, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_6a07765e8e0481908f094b3fe8dab4b2 |
completed | May 15, 2026, 7:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a077722827c81908289af6529ca5ce6 |
completed | May 15, 2026, 7:42 p.m. |
Created at: April 10, 2026, 1:44 p.m.