Triple
T16351348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nakh languages |
E397067
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object |
Vaynakh languages
Vaynakh languages are a branch of the Northeast Caucasian language family spoken primarily by the Chechen and Ingush peoples of the North Caucasus.
|
E397067
|
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: Vaynakh languages | Statement: [Nakh languages, hasSubgroup, Vaynakh languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaynakh languages Context triple: [Nakh languages, hasSubgroup, Vaynakh languages]
-
A.
Nakh languages
The Nakh languages are a small branch of the Northeast Caucasian language family spoken primarily in the North Caucasus, including Chechen, Ingush, and Batsbi.
-
B.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
-
C.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
-
D.
Duna–Pogaya languages
The Duna–Pogaya languages are a small subgroup of Papuan languages spoken in the highlands of Papua New Guinea, recognized as part of the larger Trans–New Guinea language family.
-
E.
Kuliak languages
The Kuliak languages are a small, endangered group of languages spoken by a few communities in northeastern Uganda, notable for their distinctiveness within the Nilo-Saharan region.
- 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: Vaynakh languages Triple: [Nakh languages, hasSubgroup, Vaynakh languages]
Generated description
Vaynakh languages are a branch of the Northeast Caucasian language family spoken primarily by the Chechen and Ingush peoples of the North Caucasus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaynakh languages Target entity description: Vaynakh languages are a branch of the Northeast Caucasian language family spoken primarily by the Chechen and Ingush peoples of the North Caucasus.
-
A.
Nakh languages
chosen
The Nakh languages are a small branch of the Northeast Caucasian language family spoken primarily in the North Caucasus, including Chechen, Ingush, and Batsbi.
-
B.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
-
C.
Karkar-Yuri languages
The Karkar-Yuri languages are a small group of closely related Papuan languages spoken primarily on Karkar Island and nearby areas of Papua New Guinea.
-
D.
Duna–Pogaya languages
The Duna–Pogaya languages are a small subgroup of Papuan languages spoken in the highlands of Papua New Guinea, recognized as part of the larger Trans–New Guinea language family.
-
E.
Kuliak languages
The Kuliak languages are a small, endangered group of languages spoken by a few communities in northeastern Uganda, notable for their distinctiveness within the Nilo-Saharan region.
- F. None of above.
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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2facb37d0819093fe45446f1e79c1 |
completed | April 18, 2026, 3:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a002db6375c81908c64dbe2bc987b1a |
completed | May 10, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_6a00304d7c888190a018d865eb51f0a0 |
completed | May 10, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00309ceba88190a982b439a1e72e78 |
completed | May 10, 2026, 7:15 a.m. |
Created at: April 10, 2026, 5:07 a.m.