Triple

T1123028
Position Surface form Disambiguated ID Type / Status
Subject Hotchkiss School E24654 entity
Predicate namedAfter P63 FINISHED
Object Benjamin B. Hotchkiss
Benjamin B. Hotchkiss was a 19th-century American-born engineer and industrialist best known for founding a major armaments company in France and developing innovative artillery and machine guns.
E238366 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: Benjamin B. Hotchkiss | Statement: [Hotchkiss School, namedAfter, Benjamin B. Hotchkiss]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin B. Hotchkiss
Context triple: [Hotchkiss School, namedAfter, Benjamin B. Hotchkiss]
  • A. Charles A. Coffin
    Charles A. Coffin was an American businessman who became the first president of General Electric and played a pivotal role in shaping the early electric power industry.
  • B. Alexander Cushing
    Alexander Cushing was an American lawyer and entrepreneur best known as the visionary founder who developed Squaw Valley into a major ski resort and host of the 1960 Winter Olympics.
  • C. Horace W. Peaslee
    Horace W. Peaslee was an American architect best known for designing prominent public monuments and civic buildings in the early to mid-20th century.
  • D. Arthur S. Carpender
    Arthur S. Carpender was a United States Navy admiral and World War II destroyer commander known for his leadership in the Pacific theater.
  • E. John F. Brady
    John F. Brady is an American chemical engineer and applied mathematician known for his influential work in fluid mechanics and complex fluids, particularly in the microhydrodynamics of suspensions.
  • 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: Benjamin B. Hotchkiss
Triple: [Hotchkiss School, namedAfter, Benjamin B. Hotchkiss]
Generated description
Benjamin B. Hotchkiss was a 19th-century American-born engineer and industrialist best known for founding a major armaments company in France and developing innovative artillery and machine guns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin B. Hotchkiss
Target entity description: Benjamin B. Hotchkiss was a 19th-century American-born engineer and industrialist best known for founding a major armaments company in France and developing innovative artillery and machine guns.
  • A. Charles A. Coffin
    Charles A. Coffin was an American businessman who became the first president of General Electric and played a pivotal role in shaping the early electric power industry.
  • B. Alexander Cushing
    Alexander Cushing was an American lawyer and entrepreneur best known as the visionary founder who developed Squaw Valley into a major ski resort and host of the 1960 Winter Olympics.
  • C. Horace W. Peaslee
    Horace W. Peaslee was an American architect best known for designing prominent public monuments and civic buildings in the early to mid-20th century.
  • D. Arthur S. Carpender
    Arthur S. Carpender was a United States Navy admiral and World War II destroyer commander known for his leadership in the Pacific theater.
  • E. John F. Brady
    John F. Brady is an American chemical engineer and applied mathematician known for his influential work in fluid mechanics and complex fluids, particularly in the microhydrodynamics of suspensions.
  • 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bbc09e708190b099d436d1f737eb completed March 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ae589f5c588190a207ffa2691490b7 completed March 9, 2026, 5:20 a.m.
NEDg Description generation batch_69ae59892b848190a9cc8b086647ff14 completed March 9, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae59ff1234819083bbfdce270cb584 completed March 9, 2026, 5:26 a.m.
Created at: March 1, 2026, 7:44 p.m.