Triple

T110300
Position Surface form Disambiguated ID Type / Status
Subject Henry Bessemer E2233 entity
Predicate father P120 FINISHED
Object Anthony Bessemer
Anthony Bessemer was a British engineer and inventor, best known as the father of Sir Henry Bessemer, who pioneered the Bessemer steelmaking process.
E12439 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: Anthony Bessemer | Statement: [Henry Bessemer, father, Anthony Bessemer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony Bessemer
Context triple: [Henry Bessemer, father, Anthony Bessemer]
  • A. Henry Bessemer
    Henry Bessemer was a 19th-century English inventor and engineer best known for developing the Bessemer process, which revolutionized mass steel production.
  • B. William Armstrong
    William Armstrong is a common name shared by several notable individuals, including engineers, politicians, and athletes, whose specific identity depends on the context in which the name appears.
  • C. Elbert H. Gary
    Elbert H. Gary was an American lawyer, judge, and industrialist best known as the founding chairman and longtime leader of U.S. Steel, one of the world’s largest steel producers in the early 20th century.
  • D. George Westinghouse
    George Westinghouse was an American inventor and industrialist best known for pioneering railway air brakes and promoting alternating current (AC) power systems.
  • E. Gustave Eiffel
    Gustave Eiffel was a French civil engineer and architect best known for designing the Eiffel Tower and contributing to the internal structure of the Statue of Liberty.
  • 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: Anthony Bessemer
Triple: [Henry Bessemer, father, Anthony Bessemer]
Generated description
Anthony Bessemer was a British engineer and inventor, best known as the father of Sir Henry Bessemer, who pioneered the Bessemer steelmaking process.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony Bessemer
Target entity description: Anthony Bessemer was a British engineer and inventor, best known as the father of Sir Henry Bessemer, who pioneered the Bessemer steelmaking process.
  • A. Henry Bessemer
    Henry Bessemer was a 19th-century English inventor and engineer best known for developing the Bessemer process, which revolutionized mass steel production.
  • B. William Armstrong
    William Armstrong is a common name shared by several notable individuals, including engineers, politicians, and athletes, whose specific identity depends on the context in which the name appears.
  • C. Elbert H. Gary
    Elbert H. Gary was an American lawyer, judge, and industrialist best known as the founding chairman and longtime leader of U.S. Steel, one of the world’s largest steel producers in the early 20th century.
  • D. George Westinghouse
    George Westinghouse was an American inventor and industrialist best known for pioneering railway air brakes and promoting alternating current (AC) power systems.
  • E. Gustave Eiffel
    Gustave Eiffel was a French civil engineer and architect best known for designing the Eiffel Tower and contributing to the internal structure of the Statue of Liberty.
  • 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_69a24fcdaeb48190a2d796677e4b3281 completed Feb. 28, 2026, 2:15 a.m.
NER Named-entity recognition batch_69a256ce54b48190a3337f5f45d82859 completed Feb. 28, 2026, 2:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69a284fed06c81909df34f4227f26e7d completed Feb. 28, 2026, 6:02 a.m.
NEDg Description generation batch_69a288901eb48190a733530e6e416f7b completed Feb. 28, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_69a28938f67c8190826c5cfeebd9e0f3 completed Feb. 28, 2026, 6:20 a.m.
Created at: Feb. 28, 2026, 2:20 a.m.