Triple
T12923471
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schlumberger |
E309180
|
entity |
| Predicate | offersProduct |
P10882
|
FINISHED |
| Object |
Ocean software framework
The Ocean software framework is a specialized platform developed for the oil and gas industry that supports advanced subsurface modeling, data integration, and application development.
|
E1010737
|
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: Ocean software framework | Statement: [Schlumberger, offersProduct, Ocean software framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ocean software framework Context triple: [Schlumberger, offersProduct, Ocean software framework]
-
A.
Java Sea
The Java Sea is a shallow, tropical marginal sea in Indonesia, lying between the islands of Java and Borneo and known for its busy shipping routes and rich marine biodiversity.
-
B.
Integrated Ocean Observing System Program
The Integrated Ocean Observing System Program is a U.S. federal initiative that coordinates and supports nationwide coastal and ocean observing networks to provide real-time data for marine operations, environmental monitoring, and decision-making.
-
C.
OCE
OCE is the three-letter IATA airport code for Ocean City Municipal Airport in Maryland, United States.
-
D.
Ocean Colour Scene
Ocean Colour Scene is a British rock band from Birmingham best known for their role in the 1990s Britpop movement with hits like "The Riverboat Song" and "The Day We Caught the Train."
-
E.
Active Oceans
Active Oceans is a marine-themed exhibit at Blackpool Zoo featuring aquatic animals and ocean-related displays for visitors.
- 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: Ocean software framework Triple: [Schlumberger, offersProduct, Ocean software framework]
Generated description
The Ocean software framework is a specialized platform developed for the oil and gas industry that supports advanced subsurface modeling, data integration, and application development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ocean software framework Target entity description: The Ocean software framework is a specialized platform developed for the oil and gas industry that supports advanced subsurface modeling, data integration, and application development.
-
A.
Java Sea
The Java Sea is a shallow, tropical marginal sea in Indonesia, lying between the islands of Java and Borneo and known for its busy shipping routes and rich marine biodiversity.
-
B.
Integrated Ocean Observing System Program
The Integrated Ocean Observing System Program is a U.S. federal initiative that coordinates and supports nationwide coastal and ocean observing networks to provide real-time data for marine operations, environmental monitoring, and decision-making.
-
C.
OCE
OCE is the three-letter IATA airport code for Ocean City Municipal Airport in Maryland, United States.
-
D.
Ocean Colour Scene
Ocean Colour Scene is a British rock band from Birmingham best known for their role in the 1990s Britpop movement with hits like "The Riverboat Song" and "The Day We Caught the Train."
-
E.
Active Oceans
Active Oceans is a marine-themed exhibit at Blackpool Zoo featuring aquatic animals and ocean-related displays for visitors.
- 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_69f6b1ae645c8190a7c3e5f926c6a487 |
completed | May 3, 2026, 2:23 a.m. |
Created at: April 9, 2026, 5:42 p.m.