Triple
T8657013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Akha people |
E205443
|
entity |
| Predicate | linguisticSubgroup |
P31853
|
FINISHED |
| Object |
Loloish languages
The Loloish languages are a branch of the Sino-Tibetan language family spoken primarily in southwestern China and neighboring regions, encompassing numerous related minority languages such as those of the Akha people.
|
E751985
|
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: Loloish languages | Statement: [Akha people, linguisticSubgroup, Loloish languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loloish languages Context triple: [Akha people, linguisticSubgroup, Loloish languages]
-
A.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
B.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
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.
Khasic languages
The Khasic languages are a branch of the Austroasiatic language family spoken primarily in northeastern India, notably including Khasi, the major language of Meghalaya.
-
E.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
- 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: Loloish languages Triple: [Akha people, linguisticSubgroup, Loloish languages]
Generated description
The Loloish languages are a branch of the Sino-Tibetan language family spoken primarily in southwestern China and neighboring regions, encompassing numerous related minority languages such as those of the Akha people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loloish languages Target entity description: The Loloish languages are a branch of the Sino-Tibetan language family spoken primarily in southwestern China and neighboring regions, encompassing numerous related minority languages such as those of the Akha people.
-
A.
Katuic languages
Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
-
B.
Pearic languages
Pearic languages are a small, endangered branch of the Austroasiatic language family spoken by indigenous Pearic communities in Cambodia and nearby regions.
-
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.
Khasic languages
The Khasic languages are a branch of the Austroasiatic language family spoken primarily in northeastern India, notably including Khasi, the major language of Meghalaya.
-
E.
Zanian languages
Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
- 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_69ca8350897c819086cde7596fbe5fe7 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc484569788190aa41395854684e6f |
completed | March 31, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cef373a22c8190931b4107c68e7017 |
completed | April 2, 2026, 10:53 p.m. |
| NEDg | Description generation | batch_69cef52000048190bc5451cfb6446ced |
completed | April 2, 2026, 11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cef809df548190b4f9ecc709b3b065 |
completed | April 2, 2026, 11:13 p.m. |
Created at: March 30, 2026, 6:30 p.m.