Triple
T11229081
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lakkia–Biao languages |
E265771
|
entity |
| Predicate | hasAlternativeName |
P39
|
FINISHED |
| Object |
Lakkia–Biao subgroup
The Lakkia–Biao subgroup is a proposed branch of the Kam–Sui (Kra–Dai) language family that groups together the closely related Lakkia and Biao languages spoken in parts of southern China.
|
E912580
|
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: Lakkia–Biao subgroup | Statement: [Lakkia–Biao languages, hasAlternativeName, Lakkia–Biao subgroup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lakkia–Biao subgroup Context triple: [Lakkia–Biao languages, hasAlternativeName, Lakkia–Biao subgroup]
-
A.
Gondi–Kui subgroup
The Gondi–Kui subgroup is a branch of the Dravidian language family that includes closely related tribal languages such as Gondi and Kui spoken in central and eastern India.
-
B.
Yuin-Kuric subgroup
The Yuin-Kuric subgroup is a branch of the Pama–Nyungan family comprising several closely related Australian Aboriginal languages traditionally spoken in southeastern Australia.
-
C.
Kota–Toda subgroup
The Kota–Toda subgroup is a small branch of the Southern Dravidian language family comprising the closely related tribal languages Kota and Toda spoken in the Nilgiri Hills of South India.
-
D.
Angas–Sura subgroup
The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
-
E.
Segai–Modang subgroup
The Segai–Modang subgroup is a branch of the Kayanic languages comprising closely related indigenous languages spoken by Segai and Modang communities in Borneo.
- 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: Lakkia–Biao subgroup Triple: [Lakkia–Biao languages, hasAlternativeName, Lakkia–Biao subgroup]
Generated description
The Lakkia–Biao subgroup is a proposed branch of the Kam–Sui (Kra–Dai) language family that groups together the closely related Lakkia and Biao languages spoken in parts of southern China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lakkia–Biao subgroup Target entity description: The Lakkia–Biao subgroup is a proposed branch of the Kam–Sui (Kra–Dai) language family that groups together the closely related Lakkia and Biao languages spoken in parts of southern China.
-
A.
Gondi–Kui subgroup
The Gondi–Kui subgroup is a branch of the Dravidian language family that includes closely related tribal languages such as Gondi and Kui spoken in central and eastern India.
-
B.
Yuin-Kuric subgroup
The Yuin-Kuric subgroup is a branch of the Pama–Nyungan family comprising several closely related Australian Aboriginal languages traditionally spoken in southeastern Australia.
-
C.
Kota–Toda subgroup
The Kota–Toda subgroup is a small branch of the Southern Dravidian language family comprising the closely related tribal languages Kota and Toda spoken in the Nilgiri Hills of South India.
-
D.
Angas–Sura subgroup
The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
-
E.
Segai–Modang subgroup
The Segai–Modang subgroup is a branch of the Kayanic languages comprising closely related indigenous languages spoken by Segai and Modang communities in Borneo.
- 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_69d6aac656d48190b275efaa7d6074ee |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e900fbcc8190a3177f8a73564433 |
completed | April 9, 2026, 5:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4ad3eef408190937949e7b3bf0163 |
completed | April 19, 2026, 10:23 a.m. |
| NEDg | Description generation | batch_69e4b12c04e48190ad7546d556a5109f |
completed | April 19, 2026, 10:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4b2949c7c8190820b7f1f87e00602 |
completed | April 19, 2026, 10:46 a.m. |
Created at: April 8, 2026, 9:30 p.m.