Triple
T22296623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jarawan languages |
E551137
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Jaku language
The Jaku language is a lesser-known Jarawan Bantu language spoken by a small ethnic community in Nigeria.
|
E1529329
|
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: Jaku language | Statement: [Jarawan languages, hasMember, Jaku language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jaku language Context triple: [Jarawan languages, hasMember, Jaku language]
-
A.
Hiaki language
Hiaki language is an Uto-Aztecan language spoken primarily by the Yaqui (Hiaki) people of northern Mexico and the southwestern United States.
-
B.
Jukun language
The Jukun language is a Niger-Congo language spoken primarily by the Jukun people of central Nigeria, especially in Taraba and surrounding states.
-
C.
Jahai language
The Jahai language is an indigenous Mon–Khmer language spoken by the Jahai people, a small hunter-gatherer community in the Malay Peninsula.
-
D.
Aka-Jeru language
The Aka-Jeru language is an extinct indigenous tongue once spoken by the Aka-Jeru people of the Andaman Islands, belonging to the Ongan branch of the Andamanese language family.
-
E.
Wauja language
The Wauja language is an indigenous Arawakan language spoken by the Wauja people of Brazil’s Upper Xingu region in the Amazon.
- 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: Jaku language Triple: [Jarawan languages, hasMember, Jaku language]
Generated description
The Jaku language is a lesser-known Jarawan Bantu language spoken by a small ethnic community in Nigeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jaku language Target entity description: The Jaku language is a lesser-known Jarawan Bantu language spoken by a small ethnic community in Nigeria.
-
A.
Hiaki language
Hiaki language is an Uto-Aztecan language spoken primarily by the Yaqui (Hiaki) people of northern Mexico and the southwestern United States.
-
B.
Jukun language
The Jukun language is a Niger-Congo language spoken primarily by the Jukun people of central Nigeria, especially in Taraba and surrounding states.
-
C.
Jahai language
The Jahai language is an indigenous Mon–Khmer language spoken by the Jahai people, a small hunter-gatherer community in the Malay Peninsula.
-
D.
Aka-Jeru language
The Aka-Jeru language is an extinct indigenous tongue once spoken by the Aka-Jeru people of the Andaman Islands, belonging to the Ongan branch of the Andamanese language family.
-
E.
Wauja language
The Wauja language is an indigenous Arawakan language spoken by the Wauja people of Brazil’s Upper Xingu region in the Amazon.
- 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_69e11e45fb848190a1b2ae21296e3a5f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15720fba0819080f6c96f6df4f1e0 |
completed | April 29, 2026, 12:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0acc9609788190a1e7306a47a3fb56 |
completed | May 18, 2026, 8:23 a.m. |
| NEDg | Description generation | batch_6a0acd67a4c88190bf64d4ecad0491b9 |
completed | May 18, 2026, 8:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0acdcc02ac8190a35b572701410c80 |
completed | May 18, 2026, 8:29 a.m. |
Created at: April 16, 2026, 8:41 p.m.