Triple
T4062949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TPWS |
E86256
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Automatic Warning System
The Automatic Warning System (AWS) is a British railway safety system that alerts train drivers to signal aspects and speed restrictions and automatically applies the brakes if necessary to prevent accidents.
|
E412123
|
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: Automatic Warning System | Statement: [TPWS, relatedTo, Automatic Warning System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Automatic Warning System Context triple: [TPWS, relatedTo, Automatic Warning System]
-
A.
Train Protection & Warning System
Train Protection & Warning System is a British railway safety system designed to automatically stop or slow trains to prevent collisions and signal passed at danger incidents.
-
B.
Integrated Public Alert and Warning System
The Integrated Public Alert and Warning System (IPAWS) is the U.S. national system that enables authorities to quickly disseminate emergency alerts and warnings across multiple communication channels, including mobile phones, television, and radio.
-
C.
ADAS
ADAS (Advanced Driver Assistance Systems) are in-vehicle technologies designed to enhance driving safety and comfort by assisting the driver with functions such as collision avoidance, lane keeping, and adaptive cruise control.
-
D.
Warning Decision Support System – Integrated Information
Warning Decision Support System – Integrated Information is a meteorological decision-support tool that integrates diverse weather data to help forecasters issue more accurate and timely severe weather warnings.
-
E.
Continental Early Warning System
The Continental Early Warning System is an African Union mechanism that monitors and analyzes conflict-related data across the continent to provide timely alerts for preventive diplomacy and peacekeeping.
- 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: Automatic Warning System Triple: [TPWS, relatedTo, Automatic Warning System]
Generated description
The Automatic Warning System (AWS) is a British railway safety system that alerts train drivers to signal aspects and speed restrictions and automatically applies the brakes if necessary to prevent accidents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Automatic Warning System Target entity description: The Automatic Warning System (AWS) is a British railway safety system that alerts train drivers to signal aspects and speed restrictions and automatically applies the brakes if necessary to prevent accidents.
-
A.
Train Protection & Warning System
Train Protection & Warning System is a British railway safety system designed to automatically stop or slow trains to prevent collisions and signal passed at danger incidents.
-
B.
Integrated Public Alert and Warning System
The Integrated Public Alert and Warning System (IPAWS) is the U.S. national system that enables authorities to quickly disseminate emergency alerts and warnings across multiple communication channels, including mobile phones, television, and radio.
-
C.
ADAS
ADAS (Advanced Driver Assistance Systems) are in-vehicle technologies designed to enhance driving safety and comfort by assisting the driver with functions such as collision avoidance, lane keeping, and adaptive cruise control.
-
D.
Warning Decision Support System – Integrated Information
Warning Decision Support System – Integrated Information is a meteorological decision-support tool that integrates diverse weather data to help forecasters issue more accurate and timely severe weather warnings.
-
E.
Continental Early Warning System
The Continental Early Warning System is an African Union mechanism that monitors and analyzes conflict-related data across the continent to provide timely alerts for preventive diplomacy and peacekeeping.
- 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_69aed93c69208190a4efac0efe3cd69b |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbd60cc081908764fcc8206bc1ef |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b55b5388190a90551c43388f3fc |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56bdcfa94819096df212e6e99937e |
completed | March 14, 2026, 2:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56c5e73e88190896176180a9e58cd |
completed | March 14, 2026, 2:10 p.m. |
Created at: March 9, 2026, 3:38 p.m.