Triple
T14558323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chamba people |
E341600
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
Chamba language
The Chamba language is a Niger-Congo language spoken by the Chamba people of Nigeria and Cameroon.
|
E1107385
|
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: Chamba language | Statement: [Chamba people, language, Chamba language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chamba language Context triple: [Chamba people, language, Chamba language]
-
A.
Cham language
Cham language is an Austronesian language historically spoken by the Cham people of mainland Southeast Asia, particularly in present-day Vietnam and Cambodia.
-
B.
Rengma language
Rengma language is a Tibeto-Burman language spoken primarily by the Rengma Naga people in the northeastern region of India.
-
C.
Khaling language
The Khaling language is a Kiranti Sino-Tibetan language spoken by the Khaling ethnic group in eastern Nepal, noted for its complex verbal morphology and rich consonant system.
-
D.
Khamti language
The Khamti language is a Tai-Kadai language spoken primarily by the Khamti people in parts of northeastern India and northern Myanmar, closely related to other Southwestern Tai languages like Thai and Lao.
-
E.
Yamphu language
The Yamphu language is a Kiranti Sino-Tibetan language spoken by the Yamphu ethnic community in eastern Nepal.
- 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: Chamba language Triple: [Chamba people, language, Chamba language]
Generated description
The Chamba language is a Niger-Congo language spoken by the Chamba people of Nigeria and Cameroon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chamba language Target entity description: The Chamba language is a Niger-Congo language spoken by the Chamba people of Nigeria and Cameroon.
-
A.
Cham language
Cham language is an Austronesian language historically spoken by the Cham people of mainland Southeast Asia, particularly in present-day Vietnam and Cambodia.
-
B.
Rengma language
Rengma language is a Tibeto-Burman language spoken primarily by the Rengma Naga people in the northeastern region of India.
-
C.
Khaling language
The Khaling language is a Kiranti Sino-Tibetan language spoken by the Khaling ethnic group in eastern Nepal, noted for its complex verbal morphology and rich consonant system.
-
D.
Khamti language
The Khamti language is a Tai-Kadai language spoken primarily by the Khamti people in parts of northeastern India and northern Myanmar, closely related to other Southwestern Tai languages like Thai and Lao.
-
E.
Yamphu language
The Yamphu language is a Kiranti Sino-Tibetan language spoken by the Yamphu ethnic community in eastern Nepal.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb3881b788190922932fb8ff81160 |
completed | April 14, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ac003b08190923d469b3422cdab |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8b2989288190812565b3b59ad1fc |
completed | May 8, 2026, 7:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8db224948190ac797626aa0c38ec |
completed | May 8, 2026, 7:16 a.m. |
Created at: April 10, 2026, 1:23 a.m.