Triple

T2371341
Position Surface form Disambiguated ID Type / Status
Subject Gert Boyle E46096 entity
Predicate birthName P65 FINISHED
Object Gertrude Lamfrom
Gertrude Lamfrom, better known as Gert Boyle, was the longtime chairwoman and public face of Columbia Sportswear, famed for her “One Tough Mother” persona in the company’s advertising.
E261838 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 Lamfrom | Statement: [Gert Boyle, birthName, Gertrude Lamfrom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gertrude Lamfrom
Context triple: [Gert Boyle, birthName, Gertrude Lamfrom]
  • A. Mary Tuffley
    Mary Tuffley was the wife of English writer Daniel Defoe, known primarily through her marriage to the famed author of "Robinson Crusoe."
  • B. Eleanor Black
    Eleanor Black is a fictional character from the television series "The Vampire Diaries," known as a witch and member of the powerful Black family.
  • C. Violet Barnes
    Violet Barnes is a central character in the romantic comedy film "The Five-Year Engagement," portrayed as an ambitious academic whose prolonged engagement tests her relationship and personal aspirations.
  • D. Ethel
    Ethel is a feminine given name of Old English origin, historically popular in English-speaking countries.
  • E. Elizabeth Doll
    Elizabeth Doll was the wife of pioneering German physicist Heinrich Hertz, who first conclusively demonstrated the existence of electromagnetic waves.
  • 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 Lamfrom
Triple: [Gert Boyle, birthName, Gertrude Lamfrom]
Generated description
Gertrude Lamfrom, better known as Gert Boyle, was the longtime chairwoman and public face of Columbia Sportswear, famed for her “One Tough Mother” persona in the company’s advertising.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gertrude Lamfrom
Target entity description: Gertrude Lamfrom, better known as Gert Boyle, was the longtime chairwoman and public face of Columbia Sportswear, famed for her “One Tough Mother” persona in the company’s advertising.
  • A. Mary Tuffley
    Mary Tuffley was the wife of English writer Daniel Defoe, known primarily through her marriage to the famed author of "Robinson Crusoe."
  • B. Eleanor Black
    Eleanor Black is a fictional character from the television series "The Vampire Diaries," known as a witch and member of the powerful Black family.
  • C. Violet Barnes
    Violet Barnes is a central character in the romantic comedy film "The Five-Year Engagement," portrayed as an ambitious academic whose prolonged engagement tests her relationship and personal aspirations.
  • D. Ethel
    Ethel is a feminine given name of Old English origin, historically popular in English-speaking countries.
  • E. Elizabeth Doll
    Elizabeth Doll was the wife of pioneering German physicist Heinrich Hertz, who first conclusively demonstrated the existence of electromagnetic waves.
  • 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc771302481908540e31abb5aeeba completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8a2b1448190b19179cf379993ee completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aeac6b13ac81909042dddef15ec924 completed March 9, 2026, 11:18 a.m.
NED2 Entity disambiguation (via description) batch_69aead16b0a881909103e26053cfad84 completed March 9, 2026, 11:20 a.m.
Created at: March 4, 2026, 7:56 p.m.