Triple
T14062597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Superior Services (CSS) examination |
E338381
|
entity |
| Predicate | usedForRecruitmentTo |
P98
|
FINISHED |
| Object | Railways (Commercial and Transportation) Group |
E1068056
|
NE FINISHED |
How this triple was built (2 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: Railways (Commercial and Transportation) Group | Statement: [Central Superior Services (CSS) examination, usedForRecruitmentTo, Railways (Commercial and Transportation) Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Railways (Commercial and Transportation) Group Context triple: [Central Superior Services (CSS) examination, usedForRecruitmentTo, Railways (Commercial and Transportation) Group]
-
A.
Railways (Commercial and Transportation) Group
chosen
The Railways (Commercial and Transportation) Group is a specialized civil service cadre in Pakistan responsible for managing and overseeing the commercial operations and transportation functions of Pakistan Railways.
-
B.
Production units of Indian Railways
The Production units of Indian Railways are specialized manufacturing and maintenance facilities that build, overhaul, and upgrade locomotives, coaches, wagons, and other rolling stock for the national railway system.
-
C.
Railfreight
Railfreight was the freight sector of British Rail, responsible for operating and managing rail-based goods transport services in the United Kingdom.
-
D.
Railway Division
The Railway Division is a specialist branch of the Institution of Mechanical Engineers that focuses on railway engineering, technology, and industry practice.
-
E.
Indian Railways
Indian Railways is India’s state-owned national railway system, operating one of the world’s largest rail networks for passenger and freight transport across the country.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c67ba6c819091935650dfb3b895 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de568876308190840361dcaf10bd45 |
completed | April 14, 2026, 3 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb6673de881909653c7691422b800 |
completed | May 7, 2026, 3:57 p.m. |
Created at: April 9, 2026, 10:21 p.m.