Triple
T9064417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deng Xiansheng |
E217207
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Reform and Opening-Up policy |
E41102
|
NE FINISHED |
How this triple was built (2 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: Reform and Opening-Up policy | Statement: [Deng Xiansheng, notableWork, Reform and Opening-Up policy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reform and Opening-Up policy Context triple: [Deng Xiansheng, notableWork, Reform and Opening-Up policy]
-
A.
Deng Xiaoping’s Southern Tour
Deng Xiaoping’s Southern Tour was a pivotal 1992 series of visits to southern China during which he strongly reaffirmed and accelerated China’s market-oriented economic reforms after the post-Tiananmen slowdown.
-
B.
Four Comprehensives
Four Comprehensives is a Chinese Communist Party political strategy outlining four key goals for national development and governance, including building a moderately prosperous society and deepening reform.
-
C.
Three Represents
Three Represents is a guiding political theory of the Chinese Communist Party, introduced by Jiang Zemin, that redefined the Party’s role to represent advanced productive forces, advanced culture, and the fundamental interests of the majority.
-
D.
Deng Xiaoping Theory
chosen
Deng Xiaoping Theory is a guiding political and economic ideology of the Chinese Communist Party that justifies and directs China’s market-oriented reforms within a socialist framework.
-
E.
Đổi Mới economic reforms
The Đổi Mới economic reforms were a series of market-oriented changes launched in Vietnam in 1986 that transformed its centrally planned economy into a socialist-oriented market economy, spurring rapid growth and integration into the global market.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83d5a7f48190b16c1e59bd43ede0 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc94bb26588190b7d6f2d70819e86f |
completed | April 1, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d01798a79081909885a8e61bf04dc3 |
completed | April 3, 2026, 7:40 p.m. |
Created at: March 30, 2026, 7:11 p.m.