Triple
T2356907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tai–Kadai languages |
E47577
|
entity |
| Predicate | hasSubfamily |
P747
|
FINISHED |
| Object |
Kra languages
Kra languages are a branch of the Tai–Kadai language family spoken by various ethnic groups in southern China and neighboring regions.
|
E260274
|
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: Kra languages | Statement: [Tai–Kadai languages, hasSubfamily, Kra languages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kra languages Context triple: [Tai–Kadai languages, hasSubfamily, Kra languages]
-
A.
Khoe languages
Khoe languages are a branch of southern African languages spoken mainly by Khoe peoples, known for their use of click consonants and distinct grammatical structures.
-
B.
Chamic languages
The Chamic languages are a branch of the Austronesian language family spoken primarily in mainland Southeast Asia and parts of Indonesia, notable for heavy contact influence from neighboring Austroasiatic and Tai-Kadai languages.
-
C.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
D.
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
E.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
- 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: Kra languages Triple: [Tai–Kadai languages, hasSubfamily, Kra languages]
Generated description
Kra languages are a branch of the Tai–Kadai language family spoken by various ethnic groups in southern China and neighboring regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kra languages Target entity description: Kra languages are a branch of the Tai–Kadai language family spoken by various ethnic groups in southern China and neighboring regions.
-
A.
Khoe languages
Khoe languages are a branch of southern African languages spoken mainly by Khoe peoples, known for their use of click consonants and distinct grammatical structures.
-
B.
Chamic languages
The Chamic languages are a branch of the Austronesian language family spoken primarily in mainland Southeast Asia and parts of Indonesia, notable for heavy contact influence from neighboring Austroasiatic and Tai-Kadai languages.
-
C.
Kunama languages
The Kunama languages are a small group of closely related languages spoken primarily by the Kunama people of western Eritrea and adjacent regions of Ethiopia.
-
D.
Mahakam languages
The Mahakam languages are a group of closely related Austronesian languages spoken along the Mahakam River region of Borneo, forming a distinct branch within the broader Barito language family.
-
E.
Wintuan languages
Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc71e0c68819082eebd80721abcc1 |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea888b5a881909b1f91562957388d |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aea9e4fd748190870fca46e6d2ea78 |
completed | March 9, 2026, 11:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeaa3f5afc8190af11862c52f35074 |
completed | March 9, 2026, 11:08 a.m. |
Created at: March 4, 2026, 7:54 p.m.