Triple
T341434
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OPEC |
E6844
|
entity |
| Predicate | hasPublication |
P80
|
FINISHED |
| Object |
World Oil Outlook
World Oil Outlook is OPEC’s flagship annual report that analyzes long-term trends, projections, and scenarios in global oil markets and energy demand.
|
E6844
|
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: World Oil Outlook | Statement: [OPEC, hasPublication, World Oil Outlook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Oil Outlook Context triple: [OPEC, hasPublication, World Oil Outlook]
-
A.
OPEC+
OPEC+ is an alliance of major oil-producing countries, including OPEC members and non-OPEC partners like Russia, that coordinates crude oil production policies to influence global oil prices.
-
B.
OPEC
OPEC is an intergovernmental organization of major oil-exporting countries that coordinates petroleum policies to stabilize global oil markets and prices.
-
C.
Strategic Petroleum Reserve
The Strategic Petroleum Reserve is the United States’ large emergency stockpile of crude oil maintained to protect against major disruptions in oil supply and stabilize energy markets.
-
D.
Middle East Energy Initiative
The Middle East Energy Initiative is a research and policy program focused on analyzing energy markets, geopolitics, and economic development in the Middle East.
-
E.
Petroleum Geoscience
Petroleum Geoscience is a peer-reviewed scientific journal focusing on the geology, exploration, and development of hydrocarbon resources.
- 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: World Oil Outlook Triple: [OPEC, hasPublication, World Oil Outlook]
Generated description
World Oil Outlook is OPEC’s flagship annual report that analyzes long-term trends, projections, and scenarios in global oil markets and energy demand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: World Oil Outlook Target entity description: World Oil Outlook is OPEC’s flagship annual report that analyzes long-term trends, projections, and scenarios in global oil markets and energy demand.
-
A.
OPEC+
OPEC+ is an alliance of major oil-producing countries, including OPEC members and non-OPEC partners like Russia, that coordinates crude oil production policies to influence global oil prices.
-
B.
OPEC
chosen
OPEC is an intergovernmental organization of major oil-exporting countries that coordinates petroleum policies to stabilize global oil markets and prices.
-
C.
Strategic Petroleum Reserve
The Strategic Petroleum Reserve is the United States’ large emergency stockpile of crude oil maintained to protect against major disruptions in oil supply and stabilize energy markets.
-
D.
Middle East Energy Initiative
The Middle East Energy Initiative is a research and policy program focused on analyzing energy markets, geopolitics, and economic development in the Middle East.
-
E.
Petroleum Geoscience
Petroleum Geoscience is a peer-reviewed scientific journal focusing on the geology, exploration, and development of hydrocarbon resources.
- 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_69a2e7951ba08190960e90823b5078f3 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eae611f88190955fbebe2b01835b |
completed | Feb. 28, 2026, 1:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3d4e883ac81909f2acb66b7bfa540 |
completed | March 1, 2026, 5:55 a.m. |
| NEDg | Description generation | batch_69a3d56bead08190aefe0a5c6fef843e |
completed | March 1, 2026, 5:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d62b40148190819686eda8669d6d |
completed | March 1, 2026, 6:01 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.