Triple
T6776721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Korandje language |
E155575
|
entity |
| Predicate | isSpokenBy |
P2181
|
FINISHED |
| Object |
Korandje people
The Korandje people are a small ethnic community living around Tabelbala in southwestern Algeria, known for preserving the highly endangered Korandje language with unique Berber, Arabic, and Songhay influences.
|
E679505
|
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: Korandje people | Statement: [Korandje language, isSpokenBy, Korandje people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Korandje people Context triple: [Korandje language, isSpokenBy, Korandje people]
-
A.
Kamviri people
The Kamviri people are an Indo-Iranian ethnic group of Nuristan, primarily inhabiting remote valleys of eastern Afghanistan and known for preserving distinct cultural and linguistic traditions.
-
B.
Lauje people
The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
-
C.
Nganasan people
The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
-
D.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
E.
Datooga people
The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
- 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: Korandje people Triple: [Korandje language, isSpokenBy, Korandje people]
Generated description
The Korandje people are a small ethnic community living around Tabelbala in southwestern Algeria, known for preserving the highly endangered Korandje language with unique Berber, Arabic, and Songhay influences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Korandje people Target entity description: The Korandje people are a small ethnic community living around Tabelbala in southwestern Algeria, known for preserving the highly endangered Korandje language with unique Berber, Arabic, and Songhay influences.
-
A.
Kamviri people
The Kamviri people are an Indo-Iranian ethnic group of Nuristan, primarily inhabiting remote valleys of eastern Afghanistan and known for preserving distinct cultural and linguistic traditions.
-
B.
Lauje people
The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
-
C.
Nganasan people
The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
-
D.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
E.
Datooga people
The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
- 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_69c688162bf8819088b664b5c3b5be7a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d26725208190b64935cfd08b2aff |
completed | March 27, 2026, 6:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89a543fb08190ad72c0a1f9927122 |
completed | March 29, 2026, 3:19 a.m. |
| NEDg | Description generation | batch_69c89bc8a66481909bcdd0d2b5ff501a |
completed | March 29, 2026, 3:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89ca54a3c819085d479c2b70ee61b |
completed | March 29, 2026, 3:29 a.m. |
Created at: March 27, 2026, 2:13 p.m.