Triple
T12923457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schlumberger |
E309180
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Digital & Integration
Digital & Integration is a Schlumberger business division focused on digital technologies, software, and data-driven solutions for the energy industry.
|
E1011715
|
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: Digital & Integration | Statement: [Schlumberger, hasDivision, Digital & Integration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Digital & Integration Context triple: [Schlumberger, hasDivision, Digital & Integration]
-
A.
digitalization and innovation division
The digitalization and innovation division is a unit within Germany’s Federal Ministry of Health responsible for advancing digital health strategies, technologies, and innovative solutions in the healthcare system.
-
B.
Office of Digital Strategy
The Office of Digital Strategy is a governmental communications unit responsible for managing and advancing an administration’s online presence, digital content, and engagement across web and social media platforms.
-
C.
Directorate of Digital Innovation
The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
-
D.
Department of Digitalization
The Department of Digitalization is an academic unit at Copenhagen Business School focused on research and education in digital technologies, information systems, and their impact on organizations and society.
-
E.
Digital Outcomes and Specialists
Digital Outcomes and Specialists is a UK government procurement framework that enables public sector organisations to buy digital project teams and specialist IT services from pre-approved suppliers.
- 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: Digital & Integration Triple: [Schlumberger, hasDivision, Digital & Integration]
Generated description
Digital & Integration is a Schlumberger business division focused on digital technologies, software, and data-driven solutions for the energy industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Digital & Integration Target entity description: Digital & Integration is a Schlumberger business division focused on digital technologies, software, and data-driven solutions for the energy industry.
-
A.
digitalization and innovation division
The digitalization and innovation division is a unit within Germany’s Federal Ministry of Health responsible for advancing digital health strategies, technologies, and innovative solutions in the healthcare system.
-
B.
Office of Digital Strategy
The Office of Digital Strategy is a governmental communications unit responsible for managing and advancing an administration’s online presence, digital content, and engagement across web and social media platforms.
-
C.
Directorate of Digital Innovation
The Directorate of Digital Innovation is a branch of the CIA responsible for advancing and integrating cutting-edge digital, cyber, and data capabilities into U.S. intelligence operations.
-
D.
Department of Digitalization
The Department of Digitalization is an academic unit at Copenhagen Business School focused on research and education in digital technologies, information systems, and their impact on organizations and society.
-
E.
Digital Outcomes and Specialists
Digital Outcomes and Specialists is a UK government procurement framework that enables public sector organisations to buy digital project teams and specialist IT services from pre-approved suppliers.
- 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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d971e9576c81908eb59569af6da877 |
completed | April 10, 2026, 9:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af625af88190b036f97feaefe43b |
completed | May 3, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69f6b0660b188190a67bfff73b882d92 |
completed | May 3, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1a539148190be7a4f16f738ca90 |
completed | May 3, 2026, 2:23 a.m. |
Created at: April 9, 2026, 5:42 p.m.