Triple
T10920834
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biao language |
E257940
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Biao people
The Biao people are an ethnic group in southern China, primarily in Guangdong and Guangxi, known for their distinct Tai–Kadai language and cultural traditions.
|
E910982
|
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: Biao people | Statement: [Biao language, spokenBy, Biao people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biao people Context triple: [Biao language, spokenBy, Biao people]
-
A.
Bouyei people
The Bouyei people are an indigenous Tai-speaking ethnic group primarily living in Guizhou and neighboring regions of southern China, known for their distinct language, terraced agriculture, and rich folk traditions.
-
B.
Zigua people
The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
-
C.
Bayei people
The Bayei people are an indigenous ethnic group of northern Botswana known for their traditional fishing, mokoro (dugout canoe) navigation, and close cultural and economic ties to the Okavango Delta wetlands.
-
D.
Mien people
The Mien people are an ethnic group of the Hmong-Mien language family, traditionally inhabiting mountainous regions of southern China and Southeast Asia, known for their distinctive clothing, rich oral traditions, and syncretic religious practices.
-
E.
Pa Di people
The Pa Di people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language, traditional highland agriculture, and rich cultural customs.
- 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: Biao people Triple: [Biao language, spokenBy, Biao people]
Generated description
The Biao people are an ethnic group in southern China, primarily in Guangdong and Guangxi, known for their distinct Tai–Kadai language and cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biao people Target entity description: The Biao people are an ethnic group in southern China, primarily in Guangdong and Guangxi, known for their distinct Tai–Kadai language and cultural traditions.
-
A.
Bouyei people
The Bouyei people are an indigenous Tai-speaking ethnic group primarily living in Guizhou and neighboring regions of southern China, known for their distinct language, terraced agriculture, and rich folk traditions.
-
B.
Zigua people
The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
-
C.
Bayei people
The Bayei people are an indigenous ethnic group of northern Botswana known for their traditional fishing, mokoro (dugout canoe) navigation, and close cultural and economic ties to the Okavango Delta wetlands.
-
D.
Mien people
The Mien people are an ethnic group of the Hmong-Mien language family, traditionally inhabiting mountainous regions of southern China and Southeast Asia, known for their distinctive clothing, rich oral traditions, and syncretic religious practices.
-
E.
Pa Di people
The Pa Di people are an ethnic group of the Vietic branch in Vietnam, known for their distinct language, traditional highland agriculture, and rich cultural customs.
- 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_69d6aa864ed88190818280ab6791d065 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77082a1488190850a4409339c3e1e |
completed | April 9, 2026, 9:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e49677a2508190a113f9f24e318e48 |
completed | April 19, 2026, 8:46 a.m. |
| NEDg | Description generation | batch_69e49a97db808190aa22d6a103a13e58 |
completed | April 19, 2026, 9:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e49d71e81c8190af73931ed30e04be |
completed | April 19, 2026, 9:16 a.m. |
Created at: April 8, 2026, 9:22 p.m.