Triple
T13114251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arapesh |
E311052
|
entity |
| Predicate | languageFamily |
P1047
|
FINISHED |
| Object |
Torricelli languages
The Torricelli languages are a diverse family of Papuan languages spoken primarily in the Torricelli Mountains region of northwestern Papua New Guinea.
|
E1021846
|
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: Torricelli languages | Statement: [Arapesh, languageFamily, Torricelli languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Torricelli languages Context triple: [Arapesh, languageFamily, Torricelli languages]
-
A.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
B.
Ghiscari languages
The Ghiscari languages are a family of tongues spoken in the cities of Slaver’s Bay and surrounding regions in Essos, descended from the ancient Ghiscari civilization in the world of *A Song of Ice and Fire* / *Game of Thrones*.
-
C.
Karaboro languages
Karaboro languages are a small group of closely related Senufo languages spoken primarily in parts of Burkina Faso and Ivory Coast in West Africa.
-
D.
Voltaic languages
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
-
E.
Talodi languages
The Talodi languages are a small group of closely related Niger–Congo languages spoken mainly in the Nuba Mountains of Sudan.
- 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: Torricelli languages Triple: [Arapesh, languageFamily, Torricelli languages]
Generated description
The Torricelli languages are a diverse family of Papuan languages spoken primarily in the Torricelli Mountains region of northwestern Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Torricelli languages Target entity description: The Torricelli languages are a diverse family of Papuan languages spoken primarily in the Torricelli Mountains region of northwestern Papua New Guinea.
-
A.
Zenati languages
The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
-
B.
Ghiscari languages
The Ghiscari languages are a family of tongues spoken in the cities of Slaver’s Bay and surrounding regions in Essos, descended from the ancient Ghiscari civilization in the world of *A Song of Ice and Fire* / *Game of Thrones*.
-
C.
Karaboro languages
Karaboro languages are a small group of closely related Senufo languages spoken primarily in parts of Burkina Faso and Ivory Coast in West Africa.
-
D.
Voltaic languages
Voltaic languages are a branch of the Niger-Congo language family spoken primarily in West Africa, especially in countries like Burkina Faso, Ghana, and Togo.
-
E.
Talodi languages
The Talodi languages are a small group of closely related Niger–Congo languages spoken mainly in the Nuba Mountains of Sudan.
- 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.