Triple
T16575127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arkoma Basin |
E402689
|
entity |
| Predicate | developedByIndustry |
P32488
|
FINISHED |
| Object | oil and gas companies |
—
|
LITERAL FINISHED |
How this triple was built (2 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: oil and gas companies | Statement: [Arkoma Basin, developedByIndustry, oil and gas companies]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: developedByIndustry Context triple: [Arkoma Basin, developedByIndustry, oil and gas companies]
-
A.
developedAs
Indicates that one entity was created, designed, or evolved specifically to function as or replace another entity.
-
B.
independentlyDevelopedBy
Indicates that something was created or developed by an entity without collaboration, influence, or shared effort with others.
-
C.
developedWithin
Indicates that something was created, produced, or brought into existence inside a specified context, boundary, or time frame.
-
D.
developedUnder
Indicates that something was created, produced, or brought into existence while being subject to the authority, guidance, or conditions imposed by a particular person, organization, regime, or framework.
-
E.
isDevelopedBy
chosen
Indicates that something (such as a product, project, or idea) is created, produced, or brought into existence through the work or effort of a particular developer or group of developers.
- F. None of above.
Provenance (3 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3595bbbbc8190b023f4872908c031 |
completed | April 18, 2026, 10:13 a.m. |
| PD | Predicate disambiguation | batch_69e296a47b7481909d9958158510c806 |
completed | April 17, 2026, 8:23 p.m. |
Created at: April 10, 2026, 5:16 a.m.