Triple
T6148448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proto-Sino-Tibetan |
E137137
|
entity |
| Predicate | studiedBy |
P1945
|
FINISHED |
| Object |
Gong Hwang-cherng
Gong Hwang-cherng was a prominent Chinese linguist known for his influential comparative and historical research on Sino-Tibetan languages and Proto-Sino-Tibetan reconstruction.
|
E574618
|
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: Gong Hwang-cherng | Statement: [Proto-Sino-Tibetan, studiedBy, Gong Hwang-cherng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gong Hwang-cherng Context triple: [Proto-Sino-Tibetan, studiedBy, Gong Hwang-cherng]
-
A.
Tsai Chongxin
Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
-
B.
Chang Hsueh-liang
Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
-
C.
Pai Chung-hsi
Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
-
D.
Chang Chun-hsiung
Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
-
E.
Hsu Li-kong
Hsu Li-kong is a Taiwanese film producer best known for his work on internationally acclaimed art-house and martial arts cinema, including the Oscar-winning "Crouching Tiger, Hidden Dragon."
- 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: Gong Hwang-cherng Triple: [Proto-Sino-Tibetan, studiedBy, Gong Hwang-cherng]
Generated description
Gong Hwang-cherng was a prominent Chinese linguist known for his influential comparative and historical research on Sino-Tibetan languages and Proto-Sino-Tibetan reconstruction.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gong Hwang-cherng Target entity description: Gong Hwang-cherng was a prominent Chinese linguist known for his influential comparative and historical research on Sino-Tibetan languages and Proto-Sino-Tibetan reconstruction.
-
A.
Tsai Chongxin
Tsai Chongxin, better known as Joe Tsai, is a Taiwanese-Canadian billionaire businessman and co-founder of Alibaba Group.
-
B.
Chang Hsueh-liang
Chang Hsueh-liang was a prominent Chinese warlord and political figure best known for his role in the 1936 Xi'an Incident, which forced Chiang Kai-shek to form a united front with the Communists against Japan.
-
C.
Pai Chung-hsi
Pai Chung-hsi is an alternate romanization of Bai Chongxi, a prominent Chinese Muslim general and political leader of the Nationalist forces in the early to mid-20th century.
-
D.
Chang Chun-hsiung
Chang Chun-hsiung is a Taiwanese politician and lawyer who twice served as premier and was a prominent member of the Democratic Progressive Party.
-
E.
Hsu Li-kong
Hsu Li-kong is a Taiwanese film producer best known for his work on internationally acclaimed art-house and martial arts cinema, including the Oscar-winning "Crouching Tiger, Hidden Dragon."
- 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_69c008a2c6308190a56519b22d55d083 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05ce07fb081909278088e9e2e2959 |
completed | March 22, 2026, 9:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c16ed4abc88190993cfd4ef4f2862e |
completed | March 23, 2026, 4:48 p.m. |
| NEDg | Description generation | batch_69c1bfb484ac8190903efdf4a18f3a1c |
completed | March 23, 2026, 10:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1c03551008190af5e3427b4cdcd11 |
completed | March 23, 2026, 10:35 p.m. |
Created at: March 22, 2026, 4:16 p.m.