Triple

T20470213
Position Surface form Disambiguated ID Type / Status
Subject Karl Shapiro E502171 entity
Predicate spouse P13 FINISHED
Object Gertrude Blumenthal
Gertrude Blumenthal was the wife of American poet Karl Shapiro, accompanying him through much of his literary career and personal life.
E1446439 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: Gertrude Blumenthal | Statement: [Karl Shapiro, spouse, Gertrude Blumenthal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gertrude Blumenthal
Context triple: [Karl Shapiro, spouse, Gertrude Blumenthal]
  • A. Claudia Paley
    Claudia Paley is known primarily as the wife of American folk musician and guitarist Tom Paley.
  • B. Lillian Lehman
    Lillian Lehman is an American actress known for her extensive work in television dramas and soap operas, including roles on shows like "Hill Street Blues" and "Sunset Beach."
  • C. Gertrude Blugerman
    Gertrude Blugerman was the first wife of renowned science fiction author Isaac Asimov, to whom he was married from 1942 until their divorce in 1973.
  • D. Dorothy Schiff
    Dorothy Schiff was an American newspaper proprietor best known as the longtime owner and publisher of the New York Post in the mid-20th century.
  • E. Marjorie Fried
    Marjorie Fried was the wife of Nobel Prize–winning geneticist George W. Beadle.
  • 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: Gertrude Blumenthal
Triple: [Karl Shapiro, spouse, Gertrude Blumenthal]
Generated description
Gertrude Blumenthal was the wife of American poet Karl Shapiro, accompanying him through much of his literary career and personal life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gertrude Blumenthal
Target entity description: Gertrude Blumenthal was the wife of American poet Karl Shapiro, accompanying him through much of his literary career and personal life.
  • A. Claudia Paley
    Claudia Paley is known primarily as the wife of American folk musician and guitarist Tom Paley.
  • B. Lillian Lehman
    Lillian Lehman is an American actress known for her extensive work in television dramas and soap operas, including roles on shows like "Hill Street Blues" and "Sunset Beach."
  • C. Gertrude Blugerman
    Gertrude Blugerman was the first wife of renowned science fiction author Isaac Asimov, to whom he was married from 1942 until their divorce in 1973.
  • D. Dorothy Schiff
    Dorothy Schiff was an American newspaper proprietor best known as the longtime owner and publisher of the New York Post in the mid-20th century.
  • E. Marjorie Fried
    Marjorie Fried was the wife of Nobel Prize–winning geneticist George W. Beadle.
  • 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_69e0b4ae5f1081908768b0c9a3a0bf38 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e699608d7c8190910217817e789915 completed April 20, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08e03b053c81909623e9493dfc30a3 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e0d409d48190bca2fb8c60b8ce08 completed May 16, 2026, 9:25 p.m.
NED2 Entity disambiguation (via description) batch_6a08e164ef8c8190b482f2cc0f43acce completed May 16, 2026, 9:28 p.m.
Created at: April 16, 2026, 11:33 a.m.