Triple

T1478822
Position Surface form Disambiguated ID Type / Status
Subject Livia Giuggioli E30903 entity
Predicate coFounderOf P104 FINISHED
Object Eco-Age
Eco-Age is a sustainability-focused consultancy and communications agency known for helping brands improve and showcase their environmental and ethical practices.
E168975 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: Eco-Age | Statement: [Livia Giuggioli, coFounderOf, Eco-Age]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eco-Age
Context triple: [Livia Giuggioli, coFounderOf, Eco-Age]
  • A. Eco
    Eco is the proposed common currency intended to be adopted by member states of the Economic Community of West African States (ECOWAS) to facilitate regional economic integration.
  • B. Anthropocene
    The Anthropocene is a proposed geological epoch characterized by the dominant global impact of human activities on Earth's climate, ecosystems, and geology.
  • C. Earth in the Balance
    Earth in the Balance is a 1992 environmental book by Al Gore that examines the global ecological crisis and advocates for comprehensive political and social action to address climate change and environmental degradation.
  • D. The Endangered Earth
    The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
  • E. Ecosphere
    Ecosphere is an open-access, peer-reviewed scientific journal published by the Ecological Society of America that covers all aspects of ecology and environmental science.
  • 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: Eco-Age
Triple: [Livia Giuggioli, coFounderOf, Eco-Age]
Generated description
Eco-Age is a sustainability-focused consultancy and communications agency known for helping brands improve and showcase their environmental and ethical practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eco-Age
Target entity description: Eco-Age is a sustainability-focused consultancy and communications agency known for helping brands improve and showcase their environmental and ethical practices.
  • A. Eco
    Eco is the proposed common currency intended to be adopted by member states of the Economic Community of West African States (ECOWAS) to facilitate regional economic integration.
  • B. Anthropocene
    The Anthropocene is a proposed geological epoch characterized by the dominant global impact of human activities on Earth's climate, ecosystems, and geology.
  • C. Earth in the Balance
    Earth in the Balance is a 1992 environmental book by Al Gore that examines the global ecological crisis and advocates for comprehensive political and social action to address climate change and environmental degradation.
  • D. The Endangered Earth
    The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
  • E. Ecosphere
    Ecosphere is an open-access, peer-reviewed scientific journal published by the Ecological Society of America that covers all aspects of ecology and environmental science.
  • 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_69a498fe55a88190ab7f9e40ace88e49 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c6739d2481909ea8d8e075f62cf3 completed March 1, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad15aff1288190a3e36324d975d482 completed March 8, 2026, 6:22 a.m.
NEDg Description generation batch_69ad1639e21081908737b51e910ceae3 completed March 8, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69ad16a98fd08190a14f4d7d6b11f5e8 completed March 8, 2026, 6:26 a.m.
Created at: March 1, 2026, 8:11 p.m.