Triple
T5613020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Richard Selley |
E147403
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Elements of Petroleum Geology
Elements of Petroleum Geology is a widely used textbook that provides a comprehensive introduction to the geological principles and methods involved in the exploration and production of petroleum.
|
E533972
|
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: Elements of Petroleum Geology | Statement: [Richard Selley, hasWritten, Elements of Petroleum Geology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elements of Petroleum Geology Context triple: [Richard Selley, hasWritten, Elements of Petroleum Geology]
-
A.
Petroleum Geoscience
Petroleum Geoscience is a peer-reviewed scientific journal focusing on the geology, exploration, and development of hydrocarbon resources.
-
B.
Geochemistry: Exploration, Environment, Analysis
Geochemistry: Exploration, Environment, Analysis is a peer-reviewed scientific journal focusing on the application of geochemistry to mineral exploration, environmental studies, and analytical techniques.
-
C.
Essays on Geochemistry
Essays on Geochemistry is a foundational scientific work by Vladimir Vernadsky that helped establish geochemistry as a distinct discipline by examining the chemical composition and processes of the Earth.
-
D.
Petrology for Students
Petrology for Students is a classic introductory textbook on the study of rocks and their origins, written by British geologist Alfred Harker.
-
E.
The Elements of Geology
The Elements of Geology is a foundational 19th-century textbook by Charles Lyell that helped establish modern geological science and popularize uniformitarian principles.
- 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: Elements of Petroleum Geology Triple: [Richard Selley, hasWritten, Elements of Petroleum Geology]
Generated description
Elements of Petroleum Geology is a widely used textbook that provides a comprehensive introduction to the geological principles and methods involved in the exploration and production of petroleum.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elements of Petroleum Geology Target entity description: Elements of Petroleum Geology is a widely used textbook that provides a comprehensive introduction to the geological principles and methods involved in the exploration and production of petroleum.
-
A.
Petroleum Geoscience
Petroleum Geoscience is a peer-reviewed scientific journal focusing on the geology, exploration, and development of hydrocarbon resources.
-
B.
Geochemistry: Exploration, Environment, Analysis
Geochemistry: Exploration, Environment, Analysis is a peer-reviewed scientific journal focusing on the application of geochemistry to mineral exploration, environmental studies, and analytical techniques.
-
C.
Essays on Geochemistry
Essays on Geochemistry is a foundational scientific work by Vladimir Vernadsky that helped establish geochemistry as a distinct discipline by examining the chemical composition and processes of the Earth.
-
D.
Petrology for Students
Petrology for Students is a classic introductory textbook on the study of rocks and their origins, written by British geologist Alfred Harker.
-
E.
The Elements of Geology
The Elements of Geology is a foundational 19th-century textbook by Charles Lyell that helped establish modern geological science and popularize uniformitarian principles.
- 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0212143708190b5234407334ab216 |
completed | March 22, 2026, 5:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0287b14708190bc246e982896ad27 |
completed | March 22, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69c03f8c1a3081908f9d03a6c51d69f0 |
completed | March 22, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0404f0a3081908850794f9a5cea40 |
completed | March 22, 2026, 7:17 p.m. |
Created at: March 22, 2026, 3:39 p.m.