Triple
T453463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1911 Wuchang Uprising |
E7180
|
entity |
| Predicate | hasCause |
P708
|
FINISHED |
| Object |
railway protection movement
The railway protection movement was a widespread 1911 Chinese protest campaign against the Qing government's handling of railway nationalization and foreign loans, which helped spark the Wuchang Uprising and the Xinhai Revolution.
|
E57290
|
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: railway protection movement | Statement: [1911 Wuchang Uprising, hasCause, railway protection movement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: railway protection movement Context triple: [1911 Wuchang Uprising, hasCause, railway protection movement]
-
A.
Railtrack
Railtrack was the former private owner and operator of most of Britain’s railway infrastructure, which was later replaced by the publicly owned Network Rail after financial and safety controversies.
-
B.
Network Rail
Network Rail is the owner and infrastructure manager of most of the railway network in Great Britain, responsible for tracks, signals, major stations, and related assets.
-
C.
Federal Railroad Safety Act
The Federal Railroad Safety Act is a U.S. law that establishes nationwide standards and regulatory authority to promote and enforce the safety of railroad operations.
-
D.
Rails-to-Trails Conservancy
Rails-to-Trails Conservancy is a U.S. nonprofit organization dedicated to transforming unused rail corridors and other pathways into multi-use trails for walking, cycling, and outdoor recreation.
-
E.
Rail Safety Improvement Act of 2008
The Rail Safety Improvement Act of 2008 is a U.S. federal law that significantly overhauled rail safety regulations, including mandating positive train control systems and strengthening oversight to reduce accidents and improve railroad safety.
- 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: railway protection movement Triple: [1911 Wuchang Uprising, hasCause, railway protection movement]
Generated description
The railway protection movement was a widespread 1911 Chinese protest campaign against the Qing government's handling of railway nationalization and foreign loans, which helped spark the Wuchang Uprising and the Xinhai Revolution.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: railway protection movement Target entity description: The railway protection movement was a widespread 1911 Chinese protest campaign against the Qing government's handling of railway nationalization and foreign loans, which helped spark the Wuchang Uprising and the Xinhai Revolution.
-
A.
Railtrack
Railtrack was the former private owner and operator of most of Britain’s railway infrastructure, which was later replaced by the publicly owned Network Rail after financial and safety controversies.
-
B.
Network Rail
Network Rail is the owner and infrastructure manager of most of the railway network in Great Britain, responsible for tracks, signals, major stations, and related assets.
-
C.
Federal Railroad Safety Act
The Federal Railroad Safety Act is a U.S. law that establishes nationwide standards and regulatory authority to promote and enforce the safety of railroad operations.
-
D.
Rails-to-Trails Conservancy
Rails-to-Trails Conservancy is a U.S. nonprofit organization dedicated to transforming unused rail corridors and other pathways into multi-use trails for walking, cycling, and outdoor recreation.
-
E.
Rail Safety Improvement Act of 2008
The Rail Safety Improvement Act of 2008 is a U.S. federal law that significantly overhauled rail safety regulations, including mandating positive train control systems and strengthening oversight to reduce accidents and improve railroad safety.
- 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_69a2e7e4676c81909ea0dbdecac0687c |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ef866e848190a5b700250ec56256 |
completed | Feb. 28, 2026, 1:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a44cbc3b708190ab27ce4d323472b9 |
completed | March 1, 2026, 2:27 p.m. |
| NEDg | Description generation | batch_69a44d28817481908f1783950db136bb |
completed | March 1, 2026, 2:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a44d79b2388190b5c16e2a94abb360 |
completed | March 1, 2026, 2:30 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.