Triple
T18226852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BloombergNEF |
E436442
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
Climatescope
Climatescope is an annual research and benchmarking tool that assesses clean energy investment, policy, and market conditions across emerging and developing economies.
|
E1312785
|
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: Climatescope | Statement: [BloombergNEF, publishes, Climatescope]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Climatescope Context triple: [BloombergNEF, publishes, Climatescope]
-
A.
Heatscape
Heatscape is a contemporary ballet choreographed by Justin Peck, known for its dynamic movement and collaboration with visual artist Shepard Fairey.
-
B.
The Climate of Eden
The Climate of Eden is a novel by American playwright and director Moss Hart that explores complex human relationships and social tensions in a richly drawn setting.
-
C.
Neo Klima
Neo Klima is a coastal village on the Greek island of Skopelos, known for its beaches, marina, and role as a modern seaside resort.
-
D.
The Climate Book
The Climate Book is a comprehensive anthology on the climate crisis curated by activist Greta Thunberg, featuring contributions from scientists, experts, and writers explaining the causes, impacts, and solutions to global warming.
-
E.
Daisy World
Daisy World is a musical artist who appears as a featured performer on Tyler, The Creator’s album "Call Me If You Get Lost."
- 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: Climatescope Triple: [BloombergNEF, publishes, Climatescope]
Generated description
Climatescope is an annual research and benchmarking tool that assesses clean energy investment, policy, and market conditions across emerging and developing economies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Climatescope Target entity description: Climatescope is an annual research and benchmarking tool that assesses clean energy investment, policy, and market conditions across emerging and developing economies.
-
A.
Heatscape
Heatscape is a contemporary ballet choreographed by Justin Peck, known for its dynamic movement and collaboration with visual artist Shepard Fairey.
-
B.
The Climate of Eden
The Climate of Eden is a novel by American playwright and director Moss Hart that explores complex human relationships and social tensions in a richly drawn setting.
-
C.
Neo Klima
Neo Klima is a coastal village on the Greek island of Skopelos, known for its beaches, marina, and role as a modern seaside resort.
-
D.
The Climate Book
The Climate Book is a comprehensive anthology on the climate crisis curated by activist Greta Thunberg, featuring contributions from scientists, experts, and writers explaining the causes, impacts, and solutions to global warming.
-
E.
Daisy World
Daisy World is a musical artist who appears as a featured performer on Tyler, The Creator’s album "Call Me If You Get Lost."
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4aff8748190be5e732f9dbc8dff |
completed | April 19, 2026, 3:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f1fd2e48190b7d20d3b72d61e7a |
completed | May 12, 2026, 9:44 p.m. |
| NEDg | Description generation | batch_6a039fcd9548819088b6f89a24e5f14e |
completed | May 12, 2026, 9:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a14b22208190b4f18bff55367dc9 |
completed | May 12, 2026, 9:53 p.m. |
Created at: April 10, 2026, 10:32 a.m.