Triple

T15243182
Position Surface form Disambiguated ID Type / Status
Subject Cushing, Oklahoma E364309 entity
Predicate namedAfter P63 FINISHED
Object Marshall Cushing
Marshall Cushing was an American journalist and author whose prominence in the late 19th and early 20th centuries led to the Oklahoma city of Cushing being named in his honor.
E1150552 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: Marshall Cushing | Statement: [Cushing, Oklahoma, namedAfter, Marshall Cushing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshall Cushing
Context triple: [Cushing, Oklahoma, namedAfter, Marshall Cushing]
  • A. Marshall Harvey
    Marshall Harvey is a film editor best known for his work on movies such as the dark comedy "The 'Burbs."
  • B. Marshall Lytle
    Marshall Lytle was an American rock and roll double bassist best known for his energetic slap-bass work with Bill Haley & His Comets during the 1950s.
  • C. Norton P. Otis
    Norton P. Otis was an American businessman and politician from New York, known for his role in the elevator industry and service in the U.S. House of Representatives.
  • D. Willis Van Devanter
    Willis Van Devanter was an American jurist who served as an Associate Justice of the U.S. Supreme Court from 1911 to 1937 and was known as a leading conservative voice on the Court during the early 20th century.
  • E. Willard Rouse
    Willard Rouse was an American real estate developer and executive best known for his leadership in large-scale urban and suburban development projects, including the planning of the city of Columbia, Maryland.
  • 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: Marshall Cushing
Triple: [Cushing, Oklahoma, namedAfter, Marshall Cushing]
Generated description
Marshall Cushing was an American journalist and author whose prominence in the late 19th and early 20th centuries led to the Oklahoma city of Cushing being named in his honor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshall Cushing
Target entity description: Marshall Cushing was an American journalist and author whose prominence in the late 19th and early 20th centuries led to the Oklahoma city of Cushing being named in his honor.
  • A. Marshall Harvey
    Marshall Harvey is a film editor best known for his work on movies such as the dark comedy "The 'Burbs."
  • B. Marshall Lytle
    Marshall Lytle was an American rock and roll double bassist best known for his energetic slap-bass work with Bill Haley & His Comets during the 1950s.
  • C. Norton P. Otis
    Norton P. Otis was an American businessman and politician from New York, known for his role in the elevator industry and service in the U.S. House of Representatives.
  • D. Willis Van Devanter
    Willis Van Devanter was an American jurist who served as an Associate Justice of the U.S. Supreme Court from 1911 to 1937 and was known as a leading conservative voice on the Court during the early 20th century.
  • E. Willard Rouse
    Willard Rouse was an American real estate developer and executive best known for his leadership in large-scale urban and suburban development projects, including the planning of the city of Columbia, Maryland.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007dcc33081908545ea1a1d2c19fe completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fef89197988190891920bfbacc0193 completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa339f988190b470e052c853e4f8 completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefac48df08190ad58e9d455546a57 completed May 9, 2026, 9:13 a.m.
Created at: April 10, 2026, 3:13 a.m.