Triple
T2395932
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yang Hucheng |
E47650
|
entity |
| Predicate | forcedPoliticalChange |
P29201
|
FINISHED |
| Object | Second United Front |
E7675
|
NE FINISHED |
How this triple was built (3 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: Second United Front | Statement: [Yang Hucheng, forcedPoliticalChange, Second United Front]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Second United Front Context triple: [Yang Hucheng, forcedPoliticalChange, Second United Front]
-
A.
Second United Front
chosen
The Second United Front was a temporary alliance between the Chinese Communist Party and the Chinese Nationalist Party (Kuomintang) formed during the Second Sino-Japanese War to resist Japanese invasion.
-
B.
First United Front
The First United Front was a short-lived alliance in 1920s China between the Chinese Nationalist Party (Kuomintang) and the Chinese Communist Party formed to end warlordism and unify the country.
-
C.
New Fourth Army
The New Fourth Army was a major Chinese Communist guerrilla force that fought against Japanese occupation and Nationalist rivals during the Second Sino-Japanese War and Chinese Civil War.
-
D.
Central China Front
The Central China Front was a major Japanese military formation responsible for conducting operations in central China during the Second Sino-Japanese War, including the Wuhan campaign.
-
E.
Tripartite Alliance
The Tripartite Alliance is a long-standing political coalition in South Africa that unites the African National Congress with major labor and communist partners to shape the country’s post-apartheid governance and policy.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: forcedPoliticalChange Context triple: [Yang Hucheng, forcedPoliticalChange, Second United Front]
-
A.
politicalRepercussion
Indicates that an action, event, or decision leads to consequences or fallout within a political context, such as shifts in power, public opinion, or policy.
-
B.
politicalAct
chosen
Indicates that an entity performs, participates in, or is involved with an action related to politics, governance, or public policy.
-
C.
politicalGoal
Indicates a relationship where an entity aims to achieve, promote, or realize a specific political outcome, policy, or state of affairs.
-
D.
constitutionalChange
Indicates a formal modification, addition, or removal of provisions within a constitution or foundational legal framework.
-
E.
policyShift
Indicates a change or adjustment in an existing policy, typically reflecting a new direction, priority, or approach.
- F. None of above.
Provenance (4 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_69a88a1c450c81909f61abb8b6863885 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc879b1b88190be8d0337d9a17bd0 |
completed | March 7, 2026, 6:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3dc44dc819099b8914b878c5638 |
completed | March 9, 2026, 11:49 a.m. |
| PD | Predicate disambiguation | batch_69abc5a3825c81909ec6111dfc165453 |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:57 p.m.