Triple

T22064727

Position	Surface form	Disambiguated ID	Type / Status
Subject	Indian Railway Personnel Service	`E545237`	entity
Predicate	governingLaw	`P125`	FINISHED
Object	Indian Railway Establishment Manual The Indian Railway Establishment Manual is a comprehensive set of rules and procedures that governs the recruitment, service conditions, and administrative functioning of personnel within Indian Railways.	`E1517729`	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: Indian Railway Establishment Manual | Statement: [Indian Railway Personnel Service, governingLaw, Indian Railway Establishment Manual]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Indian Railway Establishment Manual
Context triple: [Indian Railway Personnel Service, governingLaw, Indian Railway Establishment Manual]

A. Indian Railways Act and rules
The Indian Railways Act and rules comprise the primary legal and regulatory framework that defines the operation, administration, safety standards, and governance of the Indian Railways network and its divisions.
B. Railway Byelaws
Railway Byelaws are a set of statutory regulations governing conduct, safety, and enforcement on the railway network in Great Britain.
C. British Rail rule book
The British Rail rule book is the official set of operating and safety regulations that governed how British railway staff conducted train movements and related duties.
D. Indian Railway Service of Mechanical Engineers
The Indian Railway Service of Mechanical Engineers is a specialized cadre of the Indian Railways responsible for the design, operation, and maintenance of rolling stock and mechanical systems across the railway network.
E. Indian Railways Service of Engineers
The Indian Railways Service of Engineers is a prestigious Group ‘A’ central engineering cadre responsible for planning, constructing, and maintaining the civil engineering infrastructure of Indian Railways.
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: Indian Railway Establishment Manual
Triple: [Indian Railway Personnel Service, governingLaw, Indian Railway Establishment Manual]

Generated description

The Indian Railway Establishment Manual is a comprehensive set of rules and procedures that governs the recruitment, service conditions, and administrative functioning of personnel within Indian Railways.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Indian Railway Establishment Manual
Target entity description: The Indian Railway Establishment Manual is a comprehensive set of rules and procedures that governs the recruitment, service conditions, and administrative functioning of personnel within Indian Railways.

A. Indian Railways Act and rules
The Indian Railways Act and rules comprise the primary legal and regulatory framework that defines the operation, administration, safety standards, and governance of the Indian Railways network and its divisions.
B. Railway Byelaws
Railway Byelaws are a set of statutory regulations governing conduct, safety, and enforcement on the railway network in Great Britain.
C. British Rail rule book
The British Rail rule book is the official set of operating and safety regulations that governed how British railway staff conducted train movements and related duties.
D. Indian Railway Service of Mechanical Engineers
The Indian Railway Service of Mechanical Engineers is a specialized cadre of the Indian Railways responsible for the design, operation, and maintenance of rolling stock and mechanical systems across the railway network.
E. Indian Railways Service of Engineers
The Indian Railways Service of Engineers is a prestigious Group ‘A’ central engineering cadre responsible for planning, constructing, and maintaining the civil engineering infrastructure of Indian Railways.
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_69e11e344dfc81909b1d88a7221329c7`	completed	April 16, 2026, 5:36 p.m.
NER	Named-entity recognition	`batch_69f12882ab3c819095b61e0a341edfdf`	completed	April 28, 2026, 9:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0a8791ad8481909bd4e555016b97b0`	completed	May 18, 2026, 3:29 a.m.
NEDg	Description generation	`batch_6a0a88f6dea0819083e72d699da1c45d`	completed	May 18, 2026, 3:35 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0a897c185081909705cc3d6a87a957`	completed	May 18, 2026, 3:37 a.m.

Created at: April 16, 2026, 8:27 p.m.