Triple
T22460317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Total |
E555210
|
entity |
| Predicate | hasBusinessDivision |
P7588
|
FINISHED |
| Object |
Refining & Chemicals
Refining & Chemicals is a major business division of Total focused on transforming crude oil and other feedstocks into refined petroleum products and petrochemicals.
|
E1538149
|
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: Refining & Chemicals | Statement: [Total, hasBusinessDivision, Refining & Chemicals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Refining & Chemicals Context triple: [Total, hasBusinessDivision, Refining & Chemicals]
-
A.
Petroleum and Petrochemicals
Petroleum and Petrochemicals is a business division focused on the exploration, production, refining, and chemical processing of oil and gas resources.
-
B.
Refinery and Petrochemical Integrated Development
Refinery and Petrochemical Integrated Development (RAPID) is a large-scale oil refinery and petrochemical complex in Pengerang, Johor, Malaysia, developed primarily by PETRONAS to enhance the country’s downstream and specialty chemicals capabilities.
-
C.
Division of Petroleum Chemistry
The Division of Petroleum Chemistry is a technical division of the American Chemical Society that focuses on the chemistry, processing, and utilization of petroleum and related fossil fuels.
-
D.
Petroleum Division
The Petroleum Division is a key governmental body in Pakistan responsible for formulating and implementing policies related to the exploration, production, and regulation of oil and gas resources.
-
E.
Process Industries Division
The Process Industries Division is a specialist branch of the Institution of Mechanical Engineers that focuses on engineering, technology, and best practice within process-based sectors such as chemical, pharmaceutical, and oil and gas industries.
- 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: Refining & Chemicals Triple: [Total, hasBusinessDivision, Refining & Chemicals]
Generated description
Refining & Chemicals is a major business division of Total focused on transforming crude oil and other feedstocks into refined petroleum products and petrochemicals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Refining & Chemicals Target entity description: Refining & Chemicals is a major business division of Total focused on transforming crude oil and other feedstocks into refined petroleum products and petrochemicals.
-
A.
Petroleum and Petrochemicals
Petroleum and Petrochemicals is a business division focused on the exploration, production, refining, and chemical processing of oil and gas resources.
-
B.
Refinery and Petrochemical Integrated Development
Refinery and Petrochemical Integrated Development (RAPID) is a large-scale oil refinery and petrochemical complex in Pengerang, Johor, Malaysia, developed primarily by PETRONAS to enhance the country’s downstream and specialty chemicals capabilities.
-
C.
Division of Petroleum Chemistry
The Division of Petroleum Chemistry is a technical division of the American Chemical Society that focuses on the chemistry, processing, and utilization of petroleum and related fossil fuels.
-
D.
Petroleum Division
The Petroleum Division is a key governmental body in Pakistan responsible for formulating and implementing policies related to the exploration, production, and regulation of oil and gas resources.
-
E.
Process Industries Division
The Process Industries Division is a specialist branch of the Institution of Mechanical Engineers that focuses on engineering, technology, and best practice within process-based sectors such as chemical, pharmaceutical, and oil and gas industries.
- 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_69e11e51fdec8190adfdf9f8a6362221 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b7eb5688190bd5e41d4d8189668 |
completed | April 29, 2026, 1:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c8433348190894a06439b3461ed |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0f24bb9c81909d2e5b08ff081ad0 |
completed | May 18, 2026, 1:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b100675688190b493cc73e0d778fc |
completed | May 18, 2026, 1:11 p.m. |
Created at: April 16, 2026, 8:48 p.m.