Triple

T16470758
Position Surface form Disambiguated ID Type / Status
Subject Black Five E400051 entity
Predicate notableExample P1503 FINISHED
Object LMS 5000
LMS 5000 was a British LMS Stanier Class 5 4-6-0 "Black Five" steam locomotive, part of a highly successful and versatile mixed-traffic engine class widely used across the UK rail network.
E1216549 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: LMS 5000 | Statement: [Black Five, notableExample, LMS 5000]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LMS 5000
Context triple: [Black Five, notableExample, LMS 5000]
  • A. LMS 7P
    LMS 7P is a British steam locomotive power classification used by the London, Midland and Scottish Railway to denote high-powered passenger express engines.
  • B. LMS 45110
    LMS 45110 is a preserved example of the LMS Stanier Class 5 4-6-0 steam locomotive, historically notable for hauling one of the last British Railways mainline steam services.
  • C. LMS 8F
    LMS 8F is a class of British heavy freight steam locomotives widely used during and after World War II for hauling goods trains.
  • D. LMS
    LMS is the London Mathematical Society, a leading UK organization dedicated to advancing and promoting mathematical research.
  • E. LMS
    LMS was one of the "Big Four" British railway companies, operating an extensive network across London, the Midlands, Scotland, and parts of Wales from 1923 until nationalisation in 1948.
  • 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: LMS 5000
Triple: [Black Five, notableExample, LMS 5000]
Generated description
LMS 5000 was a British LMS Stanier Class 5 4-6-0 "Black Five" steam locomotive, part of a highly successful and versatile mixed-traffic engine class widely used across the UK rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LMS 5000
Target entity description: LMS 5000 was a British LMS Stanier Class 5 4-6-0 "Black Five" steam locomotive, part of a highly successful and versatile mixed-traffic engine class widely used across the UK rail network.
  • A. LMS 7P
    LMS 7P is a British steam locomotive power classification used by the London, Midland and Scottish Railway to denote high-powered passenger express engines.
  • B. LMS 45110
    LMS 45110 is a preserved example of the LMS Stanier Class 5 4-6-0 steam locomotive, historically notable for hauling one of the last British Railways mainline steam services.
  • C. LMS 8F
    LMS 8F is a class of British heavy freight steam locomotives widely used during and after World War II for hauling goods trains.
  • D. LMS
    LMS is the London Mathematical Society, a leading UK organization dedicated to advancing and promoting mathematical research.
  • E. LMS
    LMS was one of the "Big Four" British railway companies, operating an extensive network across London, the Midlands, Scotland, and parts of Wales from 1923 until nationalisation in 1948.
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32dd0d2fc81909b68b5afb00f192f completed April 18, 2026, 7:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00581c24508190b4888357828fed80 completed May 10, 2026, 10:04 a.m.
NEDg Description generation batch_6a00592562708190ae88f24fb34c7a02 completed May 10, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a005a17fd648190b2c6843f47a9ee2c completed May 10, 2026, 10:12 a.m.
Created at: April 10, 2026, 5:11 a.m.