Triple

T9799518
Position Surface form Disambiguated ID Type / Status
Subject Oswald Chambers E237800 entity
Predicate spouse P13 FINISHED
Object Gertrude Hobbs
Gertrude Hobbs was the wife of Scottish evangelist and devotional writer Oswald Chambers, who preserved and published many of his teachings after his death.
E821219 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 Hobbs | Statement: [Oswald Chambers, spouse, Gertrude Hobbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gertrude Hobbs
Context triple: [Oswald Chambers, spouse, Gertrude Hobbs]
  • A. Ruth Hopkins
    Ruth Hopkins was a member of the prominent Hopkins family of early colonial New England, known primarily through her relationship to Mayflower passenger and Plymouth Colony leader Stephen Hopkins.
  • B. Peg Boggs
    Peg Boggs is the kind-hearted Avon saleswoman who discovers and takes in Edward in the film "Edward Scissorhands," becoming his compassionate surrogate mother.
  • C. Mrs. Hubbard
    Mrs. Hubbard is a seemingly fussy, talkative American passenger whose true identity and role are central to the mystery in Agatha Christie’s novel "Murder on the Orient Express."
  • D. Bertha Perkins
    Bertha Perkins is one of the daughters of renowned American book editor Maxwell Perkins.
  • E. Gertrude Ames
    Gertrude Ames is a person notable enough to be recognized as a significant bearer of the surname Ames, though specific widely known biographical details about her are not clearly established in common reference sources.
  • 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 Hobbs
Triple: [Oswald Chambers, spouse, Gertrude Hobbs]
Generated description
Gertrude Hobbs was the wife of Scottish evangelist and devotional writer Oswald Chambers, who preserved and published many of his teachings after his death.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gertrude Hobbs
Target entity description: Gertrude Hobbs was the wife of Scottish evangelist and devotional writer Oswald Chambers, who preserved and published many of his teachings after his death.
  • A. Ruth Hopkins
    Ruth Hopkins was a member of the prominent Hopkins family of early colonial New England, known primarily through her relationship to Mayflower passenger and Plymouth Colony leader Stephen Hopkins.
  • B. Peg Boggs
    Peg Boggs is the kind-hearted Avon saleswoman who discovers and takes in Edward in the film "Edward Scissorhands," becoming his compassionate surrogate mother.
  • C. Mrs. Hubbard
    Mrs. Hubbard is a seemingly fussy, talkative American passenger whose true identity and role are central to the mystery in Agatha Christie’s novel "Murder on the Orient Express."
  • D. Bertha Perkins
    Bertha Perkins is one of the daughters of renowned American book editor Maxwell Perkins.
  • E. Gertrude Ames
    Gertrude Ames is a person notable enough to be recognized as a significant bearer of the surname Ames, though specific widely known biographical details about her are not clearly established in common reference sources.
  • 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_69ca84dd4608819097ff4ed00feca280 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda628fe0081909d2fbac3bd56ee84 completed April 1, 2026, 11:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c445c81481908700ffde5dd28936 completed April 5, 2026, 2:09 a.m.
NEDg Description generation batch_69d1c4c37e248190a1b10cf6d0056c02 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c56957f8819080eca0a71c24f86a completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 8:28 p.m.