Triple
T1945888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Austroasiatic |
E42054
|
entity |
| Predicate | hasLanguage |
P15
|
FINISHED |
| Object |
Aslian branch
The Aslian branch is a subgroup of Austroasiatic languages spoken primarily by indigenous communities in the Malay Peninsula and parts of southern Thailand.
|
E220620
|
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: Aslian branch | Statement: [Austroasiatic, hasLanguage, Aslian branch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aslian branch Context triple: [Austroasiatic, hasLanguage, Aslian branch]
-
A.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
B.
Gur languages
Gur languages are a large branch of the Niger–Congo language family spoken primarily in West Africa, especially in countries such as Burkina Faso, Ghana, Togo, and Ivory Coast.
-
C.
Afroasiatic languages
Afroasiatic languages are a major language family of Africa and parts of Western Asia that includes languages such as Arabic, Hebrew, Amharic, and Hausa.
-
D.
Proto-Southern Dravidian
Proto-Southern Dravidian is the reconstructed ancestral language from which the modern Southern Dravidian languages, such as Tamil, Kannada, and Malayalam, are derived.
-
E.
Samoic–Outlier languages subgroup
The Samoic–Outlier languages subgroup is a branch of the Austronesian language family comprising Samoan and a scattered set of related Polynesian languages spoken in Samoa and various outlying islands across the Pacific.
- 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: Aslian branch Triple: [Austroasiatic, hasLanguage, Aslian branch]
Generated description
The Aslian branch is a subgroup of Austroasiatic languages spoken primarily by indigenous communities in the Malay Peninsula and parts of southern Thailand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aslian branch Target entity description: The Aslian branch is a subgroup of Austroasiatic languages spoken primarily by indigenous communities in the Malay Peninsula and parts of southern Thailand.
-
A.
Ellicean languages
Ellicean languages are a subgroup of the Austronesian language family spoken primarily in parts of Polynesia, including Tuvalu and surrounding island regions.
-
B.
Gur languages
Gur languages are a large branch of the Niger–Congo language family spoken primarily in West Africa, especially in countries such as Burkina Faso, Ghana, Togo, and Ivory Coast.
-
C.
Afroasiatic languages
Afroasiatic languages are a major language family of Africa and parts of Western Asia that includes languages such as Arabic, Hebrew, Amharic, and Hausa.
-
D.
Proto-Southern Dravidian
Proto-Southern Dravidian is the reconstructed ancestral language from which the modern Southern Dravidian languages, such as Tamil, Kannada, and Malayalam, are derived.
-
E.
Samoic–Outlier languages subgroup
The Samoic–Outlier languages subgroup is a branch of the Austronesian language family comprising Samoan and a scattered set of related Polynesian languages spoken in Samoa and various outlying islands across the Pacific.
- 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_69a8870e08fc8190a319cbf2600db15f |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb300af2481908ae359972843c1ef |
completed | March 7, 2026, 5:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbbcc5688190aad081dc8d119e7f |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc50a3488190afe44ee5125d9ebd |
completed | March 8, 2026, 10:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcdccce48190a2591b90c81ad084 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.