Triple

T1746649
Position Surface form Disambiguated ID Type / Status
Subject London and North Eastern Railway E38349 entity
Predicate chiefMechanicalEngineer P616 FINISHED
Object Arthur Peppercorn
Arthur Peppercorn was a prominent British steam locomotive designer who served as the last Chief Mechanical Engineer of the London and North Eastern Railway, overseeing the development of its final express passenger engines.
E525351 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: Arthur Peppercorn | Statement: [London and North Eastern Railway, chiefMechanicalEngineer, Arthur Peppercorn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Peppercorn
Context triple: [London and North Eastern Railway, chiefMechanicalEngineer, Arthur Peppercorn]
  • A. Lewis Powell
    Lewis Powell was a Confederate sympathizer and member of John Wilkes Booth’s plot who attempted to assassinate Secretary of State William H. Seward on the night Abraham Lincoln was killed.
  • B. Franklin H. Martin
    Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
  • C. Millard Powers
    Millard Powers is an American musician best known as the bassist and multi-instrumentalist for the rock band Counting Crows.
  • D. Bradford M. Durfee
    Bradford M. Durfee was a prominent local industrialist and philanthropist from Fall River, Massachusetts, for whom Durfee Hall was named in recognition of his contributions to the community.
  • E. James E. Shepard
    James E. Shepard was an African American educator and civil rights advocate who founded what became North Carolina Central University, one of the nation’s prominent historically Black universities.
  • 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: Arthur Peppercorn
Triple: [London and North Eastern Railway, chiefMechanicalEngineer, Arthur Peppercorn]
Generated description
Arthur Peppercorn was a prominent British steam locomotive designer who served as the last Chief Mechanical Engineer of the London and North Eastern Railway, overseeing the development of its final express passenger engines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Peppercorn
Target entity description: Arthur Peppercorn was a prominent British steam locomotive designer who served as the last Chief Mechanical Engineer of the London and North Eastern Railway, overseeing the development of its final express passenger engines.
  • A. Lewis Powell
    Lewis Powell was a Confederate sympathizer and member of John Wilkes Booth’s plot who attempted to assassinate Secretary of State William H. Seward on the night Abraham Lincoln was killed.
  • B. Franklin H. Martin
    Franklin H. Martin was an American surgeon and medical leader best known for founding and guiding the development of the American College of Surgeons.
  • C. Millard Powers
    Millard Powers is an American musician best known as the bassist and multi-instrumentalist for the rock band Counting Crows.
  • D. Bradford M. Durfee
    Bradford M. Durfee was a prominent local industrialist and philanthropist from Fall River, Massachusetts, for whom Durfee Hall was named in recognition of his contributions to the community.
  • E. James E. Shepard
    James E. Shepard was an African American educator and civil rights advocate who founded what became North Carolina Central University, one of the nation’s prominent historically Black universities.
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63eabdf48190878ecde3d1b1faf3 completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69bf8bb93044819094d61035355c08f0 completed March 22, 2026, 6:27 a.m.
NEDg Description generation batch_69bf8c2278088190891dace4d0d4d360 completed March 22, 2026, 6:28 a.m.
NED2 Entity disambiguation (via description) batch_69bf8c883c3081909bfc56ea125fc9fc completed March 22, 2026, 6:30 a.m.
Created at: March 4, 2026, 7:31 p.m.