Triple
T23360780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ring Road (Northwest Cameroon) |
E593175
|
entity |
| Predicate | hasUpgradePlans |
P10988
|
FINISHED |
| Object | subject of periodic rehabilitation and improvement projects |
—
|
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: subject of periodic rehabilitation and improvement projects | Statement: [Ring Road (Northwest Cameroon), hasUpgradePlans, subject of periodic rehabilitation and improvement projects]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasUpgradePlans Context triple: [Ring Road (Northwest Cameroon), hasUpgradePlans, subject of periodic rehabilitation and improvement projects]
-
A.
hasUpgrade
Indicates that one entity possesses, includes, or is associated with an improved or enhanced version of another entity.
-
B.
hasPlan
chosen
Indicates that an entity possesses or is associated with a specific plan or course of action.
-
C.
hasUpgradeProject
Indicates that an entity is associated with a project whose purpose is to improve, enhance, or modernize that entity.
-
D.
hasUpgradeSystem
Indicates that an entity includes or is equipped with a system for performing upgrades or enhancements.
-
E.
upgradePlan
Indicates that one entity changes another entity’s plan to a higher or more advanced level.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0a730f8819088fec53a43b063f8 |
completed | April 29, 2026, 6:09 a.m. |
| PD | Predicate disambiguation | batch_69f061c7aaa48190a58ce93f87155ffc |
completed | April 28, 2026, 7:29 a.m. |
Created at: April 17, 2026, 5:30 p.m.