Triple

T6601343
Position Surface form Disambiguated ID Type / Status
Subject Generation Investment Management E149004 entity
Predicate hasKeyPerson P256 FINISHED
Object Michele Giddens
Michele Giddens is a leading impact investment professional and co-founder of Bridges Fund Management, recognized for her influential role in sustainable and responsible finance.
E601706 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: Michele Giddens | Statement: [Generation Investment Management, hasKeyPerson, Michele Giddens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michele Giddens
Context triple: [Generation Investment Management, hasKeyPerson, Michele Giddens]
  • A. Anthony Giddens
    Anthony Giddens is a British sociologist best known for developing structuration theory and for his influential work on modernity, globalization, and social theory.
  • B. Perry Anderson
    Perry Anderson is a British historian and essayist known for his influential Marxist analyses of Western society, politics, and intellectual history, particularly through his long association with the New Left Review.
  • C. Vernon Bogdanor
    Vernon Bogdanor is a prominent British constitutional expert and political scientist, known for his extensive writings and commentary on the UK constitution and government.
  • D. Nikolas Rose
    Nikolas Rose is a British sociologist and social theorist known for his influential work on governmentality, biopolitics, and the social implications of the life sciences.
  • E. Saskia Sassen
    Saskia Sassen is a prominent sociologist best known for her work on globalization, migration, and the concept of the global city.
  • 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: Michele Giddens
Triple: [Generation Investment Management, hasKeyPerson, Michele Giddens]
Generated description
Michele Giddens is a leading impact investment professional and co-founder of Bridges Fund Management, recognized for her influential role in sustainable and responsible finance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michele Giddens
Target entity description: Michele Giddens is a leading impact investment professional and co-founder of Bridges Fund Management, recognized for her influential role in sustainable and responsible finance.
  • A. Anthony Giddens
    Anthony Giddens is a British sociologist best known for developing structuration theory and for his influential work on modernity, globalization, and social theory.
  • B. Perry Anderson
    Perry Anderson is a British historian and essayist known for his influential Marxist analyses of Western society, politics, and intellectual history, particularly through his long association with the New Left Review.
  • C. Vernon Bogdanor
    Vernon Bogdanor is a prominent British constitutional expert and political scientist, known for his extensive writings and commentary on the UK constitution and government.
  • D. Nikolas Rose
    Nikolas Rose is a British sociologist and social theorist known for his influential work on governmentality, biopolitics, and the social implications of the life sciences.
  • E. Saskia Sassen
    Saskia Sassen is a prominent sociologist best known for her work on globalization, migration, and the concept of the global city.
  • 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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aef4a7e08190a685a0febc6378c8 completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cbc8f1308190a4afcf10a5a7105e completed March 27, 2026, 6:26 p.m.
NEDg Description generation batch_69c6cd09753c81909df166156ffbf82a completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce9ba47c819091496c87117e7a03 completed March 27, 2026, 6:38 p.m.
Created at: March 27, 2026, 1:56 p.m.