Triple
T13114256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arapesh |
E311052
|
entity |
| Predicate | speaks |
P741
|
FINISHED |
| Object |
Southern Arapesh language
The Southern Arapesh language is a Papuan language of the Torricelli family spoken by the Arapesh people of northern Papua New Guinea.
|
E1021848
|
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: Southern Arapesh language | Statement: [Arapesh, speaks, Southern Arapesh language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Arapesh language Context triple: [Arapesh, speaks, Southern Arapesh language]
-
A.
Cheroenhaka language
The Cheroenhaka language, also known as Nottoway, is an Iroquoian language historically spoken by the Nottoway (Cheroenhaka) people of southeastern Virginia.
-
B.
Miccosukee language
The Miccosukee language is a Native American Muskogean language traditionally spoken by the Miccosukee people of the southeastern United States, particularly in Florida.
-
C.
Quapaw language
The Quapaw language is an endangered Native American language of the Dhegiha branch of the Siouan family, traditionally spoken by the Quapaw people of the central United States.
-
D.
Coosan languages
The Coosan languages are a small group of closely related, now-extinct Native American languages once spoken along the southern Oregon coast.
-
E.
Gros Ventre language
Gros Ventre is an endangered Algonquian language traditionally spoken by the Gros Ventre (Aaniiih) people of north-central Montana in the United States.
- 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: Southern Arapesh language Triple: [Arapesh, speaks, Southern Arapesh language]
Generated description
The Southern Arapesh language is a Papuan language of the Torricelli family spoken by the Arapesh people of northern Papua New Guinea.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Arapesh language Target entity description: The Southern Arapesh language is a Papuan language of the Torricelli family spoken by the Arapesh people of northern Papua New Guinea.
-
A.
Cheroenhaka language
The Cheroenhaka language, also known as Nottoway, is an Iroquoian language historically spoken by the Nottoway (Cheroenhaka) people of southeastern Virginia.
-
B.
Miccosukee language
The Miccosukee language is a Native American Muskogean language traditionally spoken by the Miccosukee people of the southeastern United States, particularly in Florida.
-
C.
Quapaw language
The Quapaw language is an endangered Native American language of the Dhegiha branch of the Siouan family, traditionally spoken by the Quapaw people of the central United States.
-
D.
Coosan languages
The Coosan languages are a small group of closely related, now-extinct Native American languages once spoken along the southern Oregon coast.
-
E.
Gros Ventre language
Gros Ventre is an endangered Algonquian language traditionally spoken by the Gros Ventre (Aaniiih) people of north-central Montana in the United States.
- 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.