Triple
T8370503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1992 National Pact (Mali) |
E197439
|
entity |
| Predicate | implementationChallenges |
P71878
|
FINISHED |
| Object | delays in decentralization measures |
—
|
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: delays in decentralization measures | Statement: [1992 National Pact (Mali), implementationChallenges, delays in decentralization measures]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: implementationChallenges Context triple: [1992 National Pact (Mali), implementationChallenges, delays in decentralization measures]
-
A.
developmentChallenges
Indicates difficulties, obstacles, or constraints that hinder or complicate the process of developing or improving something.
-
B.
constructionChallenges
Indicates difficulties, obstacles, or complications encountered during the process of constructing or building something.
-
C.
operationalChallenge
Indicates that an entity faces difficulties, obstacles, or inefficiencies in carrying out its regular operations or processes.
-
D.
currentChallenges
chosen
Indicates the difficulties or obstacles an entity is presently facing or dealing with.
-
E.
implementationStatus
Indicates the current state or progress of carrying out or realizing something, such as a plan, design, or requirement.
- 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_69ca82f56730819080cec5d991c76f4c |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80a400888190bef114052f3c4f76 |
completed | March 31, 2026, 8:07 a.m. |
| PD | Predicate disambiguation | batch_69cb70cd04b08190ab5f72afd22a7967 |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 6:01 p.m.