Triple

T3940299
Position Surface form Disambiguated ID Type / Status
Subject Arthur D. Little, Inc. E92017 entity
Predicate foundedBy P104 FINISHED
Object Arthur Dehon Little
Arthur Dehon Little was an American chemist and pioneering management consultant who co-founded one of the world’s first consulting firms, Arthur D. Little, Inc.
E478194 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 Dehon Little | Statement: [Arthur D. Little, Inc., foundedBy, Arthur Dehon Little]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Dehon Little
Context triple: [Arthur D. Little, Inc., foundedBy, Arthur Dehon Little]
  • A. Charles Wellford Leavitt
    Charles Wellford Leavitt was an American landscape architect and civil engineer known for designing major sports venues and large-scale urban and estate projects in the early 20th century.
  • B. William Parish Chilton
    William Parish Chilton was a 19th-century American lawyer, judge, and politician from Alabama who served as a Confederate congressman and briefly as Speaker of the Provisional Confederate Congress.
  • C. Isaac W. Scudder
    Isaac W. Scudder was a 19th-century American politician who served as a U.S. Representative from New Jersey.
  • D. Frank B. Jewett
    Frank B. Jewett was an American electrical engineer and physicist who served as the first president of Bell Telephone Laboratories and played a major role in organizing U.S. scientific research during World War II.
  • E. Charles Ranlett Flint
    Charles Ranlett Flint was an American financier and industrialist best known for orchestrating mergers that led to the creation of major corporations, including the company that became IBM.
  • 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 Dehon Little
Triple: [Arthur D. Little, Inc., foundedBy, Arthur Dehon Little]
Generated description
Arthur Dehon Little was an American chemist and pioneering management consultant who co-founded one of the world’s first consulting firms, Arthur D. Little, Inc.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Dehon Little
Target entity description: Arthur Dehon Little was an American chemist and pioneering management consultant who co-founded one of the world’s first consulting firms, Arthur D. Little, Inc.
  • A. Charles Wellford Leavitt
    Charles Wellford Leavitt was an American landscape architect and civil engineer known for designing major sports venues and large-scale urban and estate projects in the early 20th century.
  • B. William Parish Chilton
    William Parish Chilton was a 19th-century American lawyer, judge, and politician from Alabama who served as a Confederate congressman and briefly as Speaker of the Provisional Confederate Congress.
  • C. Isaac W. Scudder
    Isaac W. Scudder was a 19th-century American politician who served as a U.S. Representative from New Jersey.
  • D. Frank B. Jewett
    Frank B. Jewett was an American electrical engineer and physicist who served as the first president of Bell Telephone Laboratories and played a major role in organizing U.S. scientific research during World War II.
  • E. Charles Ranlett Flint
    Charles Ranlett Flint was an American financier and industrialist best known for orchestrating mergers that led to the creation of major corporations, including the company that became IBM.
  • 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_69aed965502c8190904ebad1203a4ae8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeedfc88e4819084adefb695b975c5 completed March 9, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6f845ce48190a5feae21980530d6 completed March 21, 2026, 10:14 a.m.
NEDg Description generation batch_69be707405008190ba1456544e8da593 completed March 21, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69be70e5537c8190b4db230932818a9c completed March 21, 2026, 10:20 a.m.
Created at: March 9, 2026, 3:24 p.m.