Triple
T17332882
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baker Hughes |
E420858
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Oilfield Services & Equipment
Oilfield Services & Equipment is a Baker Hughes business segment that provides technologies, products, and services for the exploration, drilling, production, and maintenance of oil and gas fields.
|
E1262872
|
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: Oilfield Services & Equipment | Statement: [Baker Hughes, hasDivision, Oilfield Services & Equipment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oilfield Services & Equipment Context triple: [Baker Hughes, hasDivision, Oilfield Services & Equipment]
-
A.
Well Construction and Completions
Well Construction and Completions is a Weatherford International business segment that provides technologies and services for drilling, constructing, and completing oil and gas wells.
-
B.
Division of Oil and Gas
The Division of Oil and Gas is a unit of Alaska’s state government responsible for managing and regulating the exploration, development, and production of the state’s oil and gas resources.
-
C.
Division of Oil and Gas
The Division of Oil and Gas is a regulatory branch of Indiana’s state government responsible for overseeing the exploration, production, and environmental management of the state’s oil and natural gas resources.
-
D.
Petroleum and Petrochemicals
Petroleum and Petrochemicals is a business division focused on the exploration, production, refining, and chemical processing of oil and gas resources.
-
E.
Engineering Systems and Services
Engineering Systems and Services is an academic department focused on the analysis, design, and management of complex socio-technical and infrastructural systems.
- 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: Oilfield Services & Equipment Triple: [Baker Hughes, hasDivision, Oilfield Services & Equipment]
Generated description
Oilfield Services & Equipment is a Baker Hughes business segment that provides technologies, products, and services for the exploration, drilling, production, and maintenance of oil and gas fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oilfield Services & Equipment Target entity description: Oilfield Services & Equipment is a Baker Hughes business segment that provides technologies, products, and services for the exploration, drilling, production, and maintenance of oil and gas fields.
-
A.
Well Construction and Completions
Well Construction and Completions is a Weatherford International business segment that provides technologies and services for drilling, constructing, and completing oil and gas wells.
-
B.
Division of Oil and Gas
The Division of Oil and Gas is a unit of Alaska’s state government responsible for managing and regulating the exploration, development, and production of the state’s oil and gas resources.
-
C.
Division of Oil and Gas
The Division of Oil and Gas is a regulatory branch of Indiana’s state government responsible for overseeing the exploration, production, and environmental management of the state’s oil and natural gas resources.
-
D.
Petroleum and Petrochemicals
Petroleum and Petrochemicals is a business division focused on the exploration, production, refining, and chemical processing of oil and gas resources.
-
E.
Engineering Systems and Services
Engineering Systems and Services is an academic department focused on the analysis, design, and management of complex socio-technical and infrastructural systems.
- 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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a0fa57881909071fd395b3d46c4 |
completed | April 19, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a018c5025d08190ab2581a3b04ae661 |
completed | May 11, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a018e85c91081909a6944ff136e8f50 |
completed | May 11, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a018f7ebf548190b407ebeacbd4d327 |
completed | May 11, 2026, 8:12 a.m. |
Created at: April 10, 2026, 5:43 a.m.