Triple
T17300958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weatherford International |
E420036
|
entity |
| Predicate | segment |
P889
|
FINISHED |
| Object |
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.
|
E1261146
|
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: Well Construction and Completions | Statement: [Weatherford International, segment, Well Construction and Completions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Well Construction and Completions Context triple: [Weatherford International, segment, Well Construction and Completions]
-
A.
Drilling and Evaluation
Drilling and Evaluation is a major Halliburton business segment that provides technologies and services for well planning, drilling, formation evaluation, and reservoir characterization in the oil and gas industry.
-
B.
Techlog wellbore software
Techlog wellbore software is a Schlumberger-developed platform for integrated wellbore data analysis, petrophysical interpretation, and reservoir characterization in the oil and gas industry.
-
C.
Subsea Projects
Subsea Projects is a division of Oceaneering International that specializes in delivering engineering, installation, and maintenance services for offshore and underwater energy infrastructure.
-
D.
Reservoir Performance
Reservoir Performance is a Schlumberger business division that provides technologies and services to evaluate, optimize, and enhance the productivity and recovery of oil and gas reservoirs.
-
E.
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.
- 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: Well Construction and Completions Triple: [Weatherford International, segment, Well Construction and Completions]
Generated description
Well Construction and Completions is a Weatherford International business segment that provides technologies and services for drilling, constructing, and completing oil and gas wells.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Well Construction and Completions Target entity description: Well Construction and Completions is a Weatherford International business segment that provides technologies and services for drilling, constructing, and completing oil and gas wells.
-
A.
Drilling and Evaluation
Drilling and Evaluation is a major Halliburton business segment that provides technologies and services for well planning, drilling, formation evaluation, and reservoir characterization in the oil and gas industry.
-
B.
Techlog wellbore software
Techlog wellbore software is a Schlumberger-developed platform for integrated wellbore data analysis, petrophysical interpretation, and reservoir characterization in the oil and gas industry.
-
C.
Subsea Projects
Subsea Projects is a division of Oceaneering International that specializes in delivering engineering, installation, and maintenance services for offshore and underwater energy infrastructure.
-
D.
Reservoir Performance
Reservoir Performance is a Schlumberger business division that provides technologies and services to evaluate, optimize, and enhance the productivity and recovery of oil and gas reservoirs.
-
E.
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.
- 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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e438fae8848190a06c5866e606baac |
completed | April 19, 2026, 2:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180dc929c819096a7a5dc81e5b6ef |
completed | May 11, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_6a0181ae2d588190a4ff68094529a994 |
completed | May 11, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0182ccd104819088569cf0be87b4d3 |
completed | May 11, 2026, 7:18 a.m. |
Created at: April 10, 2026, 5:41 a.m.