Triple
T13114254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arapesh |
E311052
|
entity |
| Predicate | speaks |
P741
|
FINISHED |
| Object |
Abu Arapesh language
The Abu Arapesh language is a Papuan language of the Arapesh people of Papua New Guinea, known for its complex noun classification and rich verbal morphology.
|
E1021847
|
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: Abu Arapesh language | Statement: [Arapesh, speaks, Abu Arapesh language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abu Arapesh language Context triple: [Arapesh, speaks, Abu Arapesh language]
-
A.
Abu Jinuk language
The Abu Jinuk language is a lesser-known Kadu (Kadugli–Krongo) language spoken by an ethnic minority community in the Nuba Mountains region of Sudan.
-
B.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
-
C.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
-
D.
Argobba language
The Argobba language is an endangered Ethiosemitic language spoken by the Argobba people of Ethiopia, closely related to Harari and other languages of the Harar region.
-
E.
Meʼphaa languages
Meʼphaa languages are a small group of indigenous Oto-Manguean languages spoken primarily by the Meʼphaa (Tlapanec) people in the state of Guerrero, Mexico.
- 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: Abu Arapesh language Triple: [Arapesh, speaks, Abu Arapesh language]
Generated description
The Abu Arapesh language is a Papuan language of the Arapesh people of Papua New Guinea, known for its complex noun classification and rich verbal morphology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abu Arapesh language Target entity description: The Abu Arapesh language is a Papuan language of the Arapesh people of Papua New Guinea, known for its complex noun classification and rich verbal morphology.
-
A.
Abu Jinuk language
The Abu Jinuk language is a lesser-known Kadu (Kadugli–Krongo) language spoken by an ethnic minority community in the Nuba Mountains region of Sudan.
-
B.
Khwarshi language
The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
-
C.
Tawbuid language
The Tawbuid language is an Austronesian language spoken by the Tawbuid (Batangan) Mangyan people of Mindoro in the Philippines, closely related to other South Mangyan languages.
-
D.
Argobba language
The Argobba language is an endangered Ethiosemitic language spoken by the Argobba people of Ethiopia, closely related to Harari and other languages of the Harar region.
-
E.
Meʼphaa languages
Meʼphaa languages are a small group of indigenous Oto-Manguean languages spoken primarily by the Meʼphaa (Tlapanec) people in the state of Guerrero, Mexico.
- 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9817f8ee8819084078b4bec5e4f18 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e28105c481908781775ba489c296 |
completed | May 3, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f6e33f44208190881bee81c2a41850 |
completed | May 3, 2026, 5:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e40a13c8819084daf9b77b46a181 |
completed | May 3, 2026, 5:58 a.m. |
Created at: April 9, 2026, 9:06 p.m.