Triple
T2808811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Li Keqiang |
E54117
|
entity |
| Predicate | workedOn |
P3
|
FINISHED |
| Object | Chinese economic reform |
E222058
|
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: Chinese economic reform | Statement: [Li Keqiang, workedOn, Chinese economic reform]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chinese economic reform Context triple: [Li Keqiang, workedOn, Chinese economic reform]
-
A.
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.
-
B.
Soviet economic reforms of 1965
The Soviet economic reforms of 1965 were a set of market-oriented changes aimed at improving efficiency and decentralization in the USSR’s planned economy, particularly by giving enterprises more autonomy and linking bonuses to profitability.
-
C.
socialism with Chinese characteristics
chosen
Socialism with Chinese characteristics is the official guiding ideology of the Chinese Communist Party that blends Marxist–Leninist principles with China’s specific historical conditions, market reforms, and one-party political system.
-
D.
Land and Labour in China
Land and Labour in China is a seminal socio-economic study by R. H. Tawney examining agrarian conditions, rural society, and land tenure in early 20th-century China.
-
E.
Infitah economic policy
Infitah economic policy was Egypt’s 1970s “open-door” strategy that shifted the country from state-led socialism toward economic liberalization, foreign investment, and a greater role for the private sector.
- 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde2fdcf88190a52e515c166ea8f7 |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afce97c3008190a966441d719d1d1c |
completed | March 10, 2026, 7:56 a.m. |
Created at: March 6, 2026, 9:59 p.m.