Triple
T23147465
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Indian Railway Protection Force Service |
E578230
|
entity |
| Predicate | relatedForce |
P52163
|
FINISHED |
| Object |
Railway Protection Force
The Railway Protection Force is a central armed force of India responsible for protecting railway passengers, passenger areas, and railway property across the Indian Railways network.
|
E1578749
|
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 Force | Statement: [Indian Railway Protection Force Service, relatedForce, Railway Protection Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Railway Protection Force Context triple: [Indian Railway Protection Force Service, relatedForce, Railway Protection Force]
-
A.
Indian Railway Protection Force Service
The Indian Railway Protection Force Service is a specialized Group ‘A’ civil service responsible for the leadership and management of the Railway Protection Force, which safeguards railway property and passenger security across India’s rail network.
-
B.
Railway Police
Railway Police is a specialized unit of the Nigeria Police Force responsible for maintaining law and order, security, and safety on the nation’s railway system and related infrastructure.
-
C.
Railway Protection, Repair and Maintenance Corps
The Railway Protection, Repair and Maintenance Corps was a specialized unit in the Irish Free State responsible for safeguarding and maintaining railway infrastructure, particularly during periods of civil unrest and sabotage.
-
D.
General Directorate of Railway Police
The General Directorate of Railway Police is the specialized branch of Egypt’s national police responsible for maintaining security, law enforcement, and public order across the country’s railway network and related facilities.
-
E.
Central Reserve Police Force
The Central Reserve Police Force is India’s largest central armed police force, primarily responsible for internal security, counterinsurgency, and maintaining law and order across the country.
- 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 Force Triple: [Indian Railway Protection Force Service, relatedForce, Railway Protection Force]
Generated description
The Railway Protection Force is a central armed force of India responsible for protecting railway passengers, passenger areas, and railway property across the Indian Railways network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Railway Protection Force Target entity description: The Railway Protection Force is a central armed force of India responsible for protecting railway passengers, passenger areas, and railway property across the Indian Railways network.
-
A.
Indian Railway Protection Force Service
The Indian Railway Protection Force Service is a specialized Group ‘A’ civil service responsible for the leadership and management of the Railway Protection Force, which safeguards railway property and passenger security across India’s rail network.
-
B.
Railway Police
Railway Police is a specialized unit of the Nigeria Police Force responsible for maintaining law and order, security, and safety on the nation’s railway system and related infrastructure.
-
C.
Railway Protection, Repair and Maintenance Corps
The Railway Protection, Repair and Maintenance Corps was a specialized unit in the Irish Free State responsible for safeguarding and maintaining railway infrastructure, particularly during periods of civil unrest and sabotage.
-
D.
General Directorate of Railway Police
The General Directorate of Railway Police is the specialized branch of Egypt’s national police responsible for maintaining security, law enforcement, and public order across the country’s railway network and related facilities.
-
E.
Central Reserve Police Force
The Central Reserve Police Force is India’s largest central armed police force, primarily responsible for internal security, counterinsurgency, and maintaining law and order across the country.
- 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_69e245fb8de081908f0eba7b5fd75bc4 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18ecee3808190aadc65c312f79f32 |
completed | April 29, 2026, 4:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f3f013081908f2bb0f7780339c5 |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c4028b44c8190bde6e2c76b5f1587 |
completed | May 19, 2026, 10:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4367753c8190a4f6dbf2afd12b76 |
completed | May 19, 2026, 11:03 a.m. |
Created at: April 17, 2026, 4:01 p.m.