Triple
T9785306
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamang |
E237477
|
entity |
| Predicate | linguisticSubgroup |
P31853
|
FINISHED |
| Object |
Tamangic
Tamangic is a subgroup of Tibeto-Burman languages spoken primarily in Nepal, encompassing the Tamang language and several closely related varieties.
|
E820708
|
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: Tamangic | Statement: [Tamang, linguisticSubgroup, Tamangic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamangic Context triple: [Tamang, linguisticSubgroup, Tamangic]
-
A.
Mandara
Mandara is a Chadic language spoken primarily in parts of Cameroon and Nigeria, associated with the Mandara (Wandala) ethnic group.
-
B.
Tantamani
Tantamani was a Kushite king of the 25th Dynasty of Egypt, known for his brief attempt to restore Nubian control over Egypt before being driven back by the Assyrians.
-
C.
Toundano
Toundano is an alternative name for the Tondano language, an Austronesian language spoken in North Sulawesi, Indonesia.
-
D.
Tallimba
Tallimba is a small rural locality in the Riverina region of New South Wales, Australia, situated within an agricultural area west of the town of West Wyalong.
-
E.
Timanfaya
Timanfaya is a dramatic volcanic landscape and national park on the Spanish island of Lanzarote, renowned for its otherworldly lava fields and geothermal activity.
- 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: Tamangic Triple: [Tamang, linguisticSubgroup, Tamangic]
Generated description
Tamangic is a subgroup of Tibeto-Burman languages spoken primarily in Nepal, encompassing the Tamang language and several closely related varieties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamangic Target entity description: Tamangic is a subgroup of Tibeto-Burman languages spoken primarily in Nepal, encompassing the Tamang language and several closely related varieties.
-
A.
Mandara
Mandara is a Chadic language spoken primarily in parts of Cameroon and Nigeria, associated with the Mandara (Wandala) ethnic group.
-
B.
Tantamani
Tantamani was a Kushite king of the 25th Dynasty of Egypt, known for his brief attempt to restore Nubian control over Egypt before being driven back by the Assyrians.
-
C.
Toundano
Toundano is an alternative name for the Tondano language, an Austronesian language spoken in North Sulawesi, Indonesia.
-
D.
Tallimba
Tallimba is a small rural locality in the Riverina region of New South Wales, Australia, situated within an agricultural area west of the town of West Wyalong.
-
E.
Timanfaya
Timanfaya is a dramatic volcanic landscape and national park on the Spanish island of Lanzarote, renowned for its otherworldly lava fields and geothermal activity.
- 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_69ca84da927881909bda80caecad6010 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda1b8b0a481909d9f7a25881d53be |
completed | April 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c4235ae88190aefaa6d9b63031e0 |
completed | April 5, 2026, 2:08 a.m. |
| NEDg | Description generation | batch_69d1c477c9c48190b08f4871955d4450 |
completed | April 5, 2026, 2:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c520d3988190b7735f6d16e78ab5 |
completed | April 5, 2026, 2:12 a.m. |
Created at: March 30, 2026, 8:27 p.m.