Triple

T10114679
Position Surface form Disambiguated ID Type / Status
Subject Bloomberg Climate Finance Leadership Initiative E218326 entity
Predicate hasSubInitiative P58005 FINISHED
Object CFLI India
CFLI India is a country-focused initiative aimed at mobilizing and scaling private climate finance to support India’s transition to a low-carbon, climate-resilient economy.
E842395 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: CFLI India | Statement: [Bloomberg Climate Finance Leadership Initiative, hasSubInitiative, CFLI India]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CFLI India
Context triple: [Bloomberg Climate Finance Leadership Initiative, hasSubInitiative, CFLI India]
  • A. CFLI
    CFLI is a global private-sector coalition convened by Bloomberg to accelerate and scale climate finance in support of the transition to a low‑carbon economy.
  • B. CFLI South Africa
    CFLI South Africa is a country-focused platform that brings together leading financial institutions and partners to mobilize private climate finance for South Africa’s low-carbon and climate-resilient transition.
  • C. CFLI Brazil
    CFLI Brazil is a country-focused initiative under the Bloomberg-led Climate Finance Leadership Initiative that aims to mobilize private climate finance and support Brazil’s transition to a low-carbon, resilient economy.
  • D. CFLI Colombia
    CFLI Colombia is a country-focused platform under the Bloomberg-led Climate Finance Leadership Initiative that works to mobilize private climate finance and support low-carbon, climate-resilient investment in Colombia.
  • E. CAF India
    CAF India is a non-profit organization that partners with corporations, individuals, and NGOs to design and implement strategic social development and philanthropy initiatives across India.
  • 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: CFLI India
Triple: [Bloomberg Climate Finance Leadership Initiative, hasSubInitiative, CFLI India]
Generated description
CFLI India is a country-focused initiative aimed at mobilizing and scaling private climate finance to support India’s transition to a low-carbon, climate-resilient economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CFLI India
Target entity description: CFLI India is a country-focused initiative aimed at mobilizing and scaling private climate finance to support India’s transition to a low-carbon, climate-resilient economy.
  • A. CFLI chosen
    CFLI is a global private-sector coalition convened by Bloomberg to accelerate and scale climate finance in support of the transition to a low‑carbon economy.
  • B. CFLI South Africa
    CFLI South Africa is a country-focused platform that brings together leading financial institutions and partners to mobilize private climate finance for South Africa’s low-carbon and climate-resilient transition.
  • C. CFLI Brazil
    CFLI Brazil is a country-focused initiative under the Bloomberg-led Climate Finance Leadership Initiative that aims to mobilize private climate finance and support Brazil’s transition to a low-carbon, resilient economy.
  • D. CFLI Colombia
    CFLI Colombia is a country-focused platform under the Bloomberg-led Climate Finance Leadership Initiative that works to mobilize private climate finance and support low-carbon, climate-resilient investment in Colombia.
  • E. CAF India
    CAF India is a non-profit organization that partners with corporations, individuals, and NGOs to design and implement strategic social development and philanthropy initiatives across India.
  • F. None of above.

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_69ca83da93fc8190b54e44bc2b34857c completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd15ffcd48190825800611aab2aab completed April 2, 2026, 2:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2e5a9d77c8190892a0ae8b3f8e203 completed April 5, 2026, 10:43 p.m.
NEDg Description generation batch_69d2e75f3c70819089074a2b52d748ae completed April 5, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_69d2e8c425b88190b20f1706fe3343f4 completed April 5, 2026, 10:57 p.m.
Created at: March 30, 2026, 9:04 p.m.