Triple

T11750851
Position Surface form Disambiguated ID Type / Status
Subject 2018 Toronto mayoral election E279398 entity
Predicate candidate P1223 FINISHED
Object Sarah Climenhaga
Sarah Climenhaga is a Toronto-based activist and community advocate who ran as a candidate in the city’s 2018 mayoral election, focusing on issues like civic engagement, sustainability, and safer streets.
E952752 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: Sarah Climenhaga | Statement: [2018 Toronto mayoral election, candidate, Sarah Climenhaga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sarah Climenhaga
Context triple: [2018 Toronto mayoral election, candidate, Sarah Climenhaga]
  • A. Sarah Kirsch
    Sarah Kirsch was an influential American punk guitarist and songwriter known for her work in several seminal Bay Area punk and hardcore bands.
  • B. Sarah Kirsch
    Sarah Kirsch was a prominent German poet and writer known for her lyrical, nature-focused works and her critical stance toward the East German regime.
  • C. Sarah Eaves
    Sarah Eaves was the partner and later wife of the renowned English printer and typographer John Baskerville, closely involved in his household and business affairs.
  • D. Claire Lademacher
    Claire Lademacher is a German-born bioethics researcher who became a member of the Luxembourg royal family through her marriage to Prince Félix.
  • E. Julia Mann
    Julia Mann was the mother of German novelist Thomas Mann and a key figure in the prominent Mann literary family.
  • 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: Sarah Climenhaga
Triple: [2018 Toronto mayoral election, candidate, Sarah Climenhaga]
Generated description
Sarah Climenhaga is a Toronto-based activist and community advocate who ran as a candidate in the city’s 2018 mayoral election, focusing on issues like civic engagement, sustainability, and safer streets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sarah Climenhaga
Target entity description: Sarah Climenhaga is a Toronto-based activist and community advocate who ran as a candidate in the city’s 2018 mayoral election, focusing on issues like civic engagement, sustainability, and safer streets.
  • A. Sarah Kirsch
    Sarah Kirsch was an influential American punk guitarist and songwriter known for her work in several seminal Bay Area punk and hardcore bands.
  • B. Sarah Kirsch
    Sarah Kirsch was a prominent German poet and writer known for her lyrical, nature-focused works and her critical stance toward the East German regime.
  • C. Sarah Eaves
    Sarah Eaves was the partner and later wife of the renowned English printer and typographer John Baskerville, closely involved in his household and business affairs.
  • D. Claire Lademacher
    Claire Lademacher is a German-born bioethics researcher who became a member of the Luxembourg royal family through her marriage to Prince Félix.
  • E. Julia Mann
    Julia Mann was the mother of German novelist Thomas Mann and a key figure in the prominent Mann literary family.
  • 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_69d6ab01038c819080714901502c84fc completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a508b0c4819082fbcc27d559ea2f completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f4174972ac819094f3938b18a5081e completed May 1, 2026, 3 a.m.
NEDg Description generation batch_69f41f16f43c81909f5d36e8b4b0b9c3 completed May 1, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69f4225a4b5c8190958aaddbd10035b1 completed May 1, 2026, 3:47 a.m.
Created at: April 8, 2026, 9:41 p.m.