Triple

T14018227
Position Surface form Disambiguated ID Type / Status
Subject Emerson E337254 entity
Predicate hasNotableBearer P458 FINISHED
Object Harrington Emerson
Harrington Emerson was an American efficiency engineer and early management consultant known for promoting scientific management and developing principles to improve industrial productivity.
E1129433 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: Harrington Emerson | Statement: [Emerson, hasNotableBearer, Harrington Emerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harrington Emerson
Context triple: [Emerson, hasNotableBearer, Harrington Emerson]
  • A. Herbert Horne
    Herbert Horne was a British designer, typographer, art historian, and key figure in the Arts and Crafts movement who helped shape late 19th-century artistic and craft reform in England.
  • B. Herbert Fisher
    Herbert Fisher was a British historian and Liberal politician who served as President of the Board of Education in the early 20th century.
  • C. Frederick Winsor
    Frederick Winsor was a pioneering British physician and medical officer known for his contributions to public health and military medicine in the 19th century.
  • D. Harold Hazen
    Harold Hazen was an American electrical engineer and MIT professor known for his pioneering work in control systems and his role in developing early analog computing devices.
  • E. Abram Stevens Hewitt
    Abram Stevens Hewitt was a 19th-century American industrialist, politician, and reformist who served as mayor of New York City and was instrumental in the development of the city’s subway system.
  • 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: Harrington Emerson
Triple: [Emerson, hasNotableBearer, Harrington Emerson]
Generated description
Harrington Emerson was an American efficiency engineer and early management consultant known for promoting scientific management and developing principles to improve industrial productivity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harrington Emerson
Target entity description: Harrington Emerson was an American efficiency engineer and early management consultant known for promoting scientific management and developing principles to improve industrial productivity.
  • A. Herbert Horne
    Herbert Horne was a British designer, typographer, art historian, and key figure in the Arts and Crafts movement who helped shape late 19th-century artistic and craft reform in England.
  • B. Herbert Fisher
    Herbert Fisher was a British historian and Liberal politician who served as President of the Board of Education in the early 20th century.
  • C. Frederick Winsor
    Frederick Winsor was a pioneering British physician and medical officer known for his contributions to public health and military medicine in the 19th century.
  • D. Harold Hazen
    Harold Hazen was an American electrical engineer and MIT professor known for his pioneering work in control systems and his role in developing early analog computing devices.
  • E. Abram Stevens Hewitt
    Abram Stevens Hewitt was a 19th-century American industrialist, politician, and reformist who served as mayor of New York City and was instrumental in the development of the city’s subway system.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f3b5b088190a58715779d2c46a6 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe8bbd051c8190a89f9801a7b08b2d completed May 9, 2026, 1:19 a.m.
NEDg Description generation batch_69fe8dc977448190a01c55d99d4d9034 completed May 9, 2026, 1:28 a.m.
NED2 Entity disambiguation (via description) batch_69fe8e9e62a4819089b3568d277d5262 completed May 9, 2026, 1:32 a.m.
Created at: April 9, 2026, 10:19 p.m.