Triple
T4582482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Copenhagen Accord |
E101885
|
entity |
| Predicate | mentionsMechanism |
P58119
|
FINISHED |
| Object |
REDD+
REDD+ is an international climate policy framework that incentivizes developing countries to reduce emissions from deforestation and forest degradation while promoting conservation, sustainable forest management, and enhancement of forest carbon stocks.
|
E455113
|
NE FINISHED |
How this triple was built (5 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: REDD+ | Statement: [Copenhagen Accord, mentionsMechanism, REDD+]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: REDD+ Context triple: [Copenhagen Accord, mentionsMechanism, REDD+]
-
A.
Global Forest Watch
Global Forest Watch is an online forest monitoring and alert system that uses satellite data and other sources to track deforestation and forest change worldwide in near real time.
-
B.
Carbon Fund
Carbon Fund is a Conservation International program that supports climate change mitigation by financing projects that reduce or offset greenhouse gas emissions through forest conservation and sustainable land-use initiatives.
-
C.
Rio Conventions (forest-related aspects)
The Rio Conventions (forest-related aspects) refers to the forest-focused commitments and measures embedded in the three major UN environmental treaties adopted at the 1992 Earth Summit—on climate change, biodiversity, and desertification—aimed at conserving and sustainably managing forest ecosystems.
-
D.
United Nations Forum on Forests
The United Nations Forum on Forests is a UN body dedicated to promoting the sustainable management, conservation, and development of all types of forests worldwide and strengthening long-term political commitment to this goal.
-
E.
Global Forest Resources Assessment
The Global Forest Resources Assessment is a periodic, comprehensive report by the Food and Agriculture Organization (FAO) that evaluates the status, trends, and management of the world’s forests using standardized global data.
- 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: REDD+ Triple: [Copenhagen Accord, mentionsMechanism, REDD+]
Generated description
REDD+ is an international climate policy framework that incentivizes developing countries to reduce emissions from deforestation and forest degradation while promoting conservation, sustainable forest management, and enhancement of forest carbon stocks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: REDD+ Target entity description: REDD+ is an international climate policy framework that incentivizes developing countries to reduce emissions from deforestation and forest degradation while promoting conservation, sustainable forest management, and enhancement of forest carbon stocks.
-
A.
Global Forest Watch
Global Forest Watch is an online forest monitoring and alert system that uses satellite data and other sources to track deforestation and forest change worldwide in near real time.
-
B.
Carbon Fund
Carbon Fund is a Conservation International program that supports climate change mitigation by financing projects that reduce or offset greenhouse gas emissions through forest conservation and sustainable land-use initiatives.
-
C.
Rio Conventions (forest-related aspects)
The Rio Conventions (forest-related aspects) refers to the forest-focused commitments and measures embedded in the three major UN environmental treaties adopted at the 1992 Earth Summit—on climate change, biodiversity, and desertification—aimed at conserving and sustainably managing forest ecosystems.
-
D.
United Nations Forum on Forests
The United Nations Forum on Forests is a UN body dedicated to promoting the sustainable management, conservation, and development of all types of forests worldwide and strengthening long-term political commitment to this goal.
-
E.
Global Forest Resources Assessment
The Global Forest Resources Assessment is a periodic, comprehensive report by the Food and Agriculture Organization (FAO) that evaluates the status, trends, and management of the world’s forests using standardized global data.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: mentionsMechanism Context triple: [Copenhagen Accord, mentionsMechanism, REDD+]
-
A.
hasMechanism
Indicates that one entity operates, functions, or produces an effect through the specified mechanism or process.
-
B.
definesMechanism
Indicates that one entity specifies or explains the underlying process or mechanism by which another entity operates or occurs.
-
C.
backedByMechanism
Indicates that something is supported, enabled, or made possible by an underlying mechanism or system.
-
D.
replacedOrComplementedMechanism
Indicates that one mechanism has been superseded by, or now functions alongside as a complement to, another mechanism.
-
E.
activationMechanism
Indicates the process or method by which one entity initiates, triggers, or enables the activity or functioning of another entity.
- F. None of above. chosen
Provenance (7 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_69bd43d4ce208190b53158c882b222e3 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd59029568819091db1e77a9a2ec41 |
completed | March 20, 2026, 2:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bde098a5a08190873cb0aaa04890a1 |
completed | March 21, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69bde34584348190a6b180774a542234 |
completed | March 21, 2026, 12:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bde3c85ac08190b4f8c619e19c2055 |
completed | March 21, 2026, 12:18 a.m. |
| PD | Predicate disambiguation | batch_69bd522acbcc8190bf24d9517793a2c1 |
completed | March 20, 2026, 1:56 p.m. |
| PDg | Predicate description generation | batch_69bd56b4a9508190acdb888eef18f1ee |
completed | March 20, 2026, 2:16 p.m. |
Created at: March 20, 2026, 1:10 p.m.