Triple
T34604329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guinea–Liberia borderlands |
E888553
|
entity |
| Predicate | hasGovernanceChallenge |
P22463
|
FINISHED |
| Object | weak state presence in some areas |
—
|
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: weak state presence in some areas | Statement: [Guinea–Liberia borderlands, hasGovernanceChallenge, weak state presence in some areas]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasGovernanceChallenge Context triple: [Guinea–Liberia borderlands, hasGovernanceChallenge, weak state presence in some areas]
-
A.
governanceChallenge
chosen
Indicates a situation where the structures, processes, or actors responsible for governing face difficulties, obstacles, or conflicts that hinder effective decision-making or oversight.
-
B.
hasChallenge
Indicates that an entity faces, experiences, or is confronted with a particular difficulty, obstacle, or problem.
-
C.
hasBeenChallengedFor
Indicates that an entity has been formally questioned, disputed, or contested specifically in relation to another entity or issue.
-
D.
governanceAttempt
Indicates an effort by one entity to influence, direct, or control the rules, decisions, or management of another entity or system.
-
E.
hasConservationChallenge
Indicates that an entity faces a specific conservation-related problem, threat, or difficulty impacting its protection or long-term viability.
- 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_69f349d489d48190ba30e7d97c6f5ef9 |
completed | April 30, 2026, 12:23 p.m. |
| NER | Named-entity recognition | batch_69f7234bcaa48190ac970759d34e254a |
completed | May 3, 2026, 10:28 a.m. |
| PD | Predicate disambiguation | batch_69f72155c48881909bd40b9aa3febd5a |
completed | May 3, 2026, 10:20 a.m. |
Created at: May 1, 2026, 2:03 a.m.