Triple

T13646877
Position Surface form Disambiguated ID Type / Status
Subject Martha Shumway E326125 entity
Predicate hasFamilyName P18 FINISHED
Object Shumway
Shumway is a surname of English origin borne by various notable individuals across different fields.
E1053758 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: Shumway | Statement: [Martha Shumway, hasFamilyName, Shumway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shumway
Context triple: [Martha Shumway, hasFamilyName, Shumway]
  • A. Dunaway
    Dunaway is the surname of acclaimed American actress Faye Dunaway, known for her iconic roles in films such as "Bonnie and Clyde" and "Network."
  • B. Corbitt
    Corbitt is a variant spelling of the surname Corbett, which is of English and Scottish origin.
  • C. Willart
    Willart is a given name or surname that functions as a variant spelling of Willard.
  • D. Tahlequah
    Tahlequah is a city in eastern Oklahoma that serves as the capital of the Cherokee Nation and is known for its rich Native American history and culture.
  • E. Qualley
    Qualley is the surname of an American family best known for actress and model Margaret Qualley and her mother, actress Andie MacDowell.
  • 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: Shumway
Triple: [Martha Shumway, hasFamilyName, Shumway]
Generated description
Shumway is a surname of English origin borne by various notable individuals across different fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shumway
Target entity description: Shumway is a surname of English origin borne by various notable individuals across different fields.
  • A. Dunaway
    Dunaway is the surname of acclaimed American actress Faye Dunaway, known for her iconic roles in films such as "Bonnie and Clyde" and "Network."
  • B. Corbitt
    Corbitt is a variant spelling of the surname Corbett, which is of English and Scottish origin.
  • C. Willart
    Willart is a given name or surname that functions as a variant spelling of Willard.
  • D. Tahlequah
    Tahlequah is a city in eastern Oklahoma that serves as the capital of the Cherokee Nation and is known for its rich Native American history and culture.
  • E. Qualley
    Qualley is the surname of an American family best known for actress and model Margaret Qualley and her mother, actress Andie MacDowell.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc6073e888190965456a639839749 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f78af948408190bca7f2e46863391e completed May 3, 2026, 5:50 p.m.
NEDg Description generation batch_69f78bd52b748190ab483ec7634a6549 completed May 3, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_69f78d277c5c8190970cb3cd0fd32905 completed May 3, 2026, 6 p.m.
Created at: April 9, 2026, 9:52 p.m.