Triple
T6364502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper East Region |
E143190
|
entity |
| Predicate | developmentChallenge |
P48487
|
FINISHED |
| Object | periodic droughts |
—
|
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: periodic droughts | Statement: [Upper East Region, developmentChallenge, periodic droughts]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: developmentChallenge Context triple: [Upper East Region, developmentChallenge, periodic droughts]
-
A.
developmentChallenges
chosen
Indicates difficulties, obstacles, or constraints that hinder or complicate the process of developing or improving something.
-
B.
designChallenge
Indicates a situation in which an entity is tasked with creating, improving, or solving something through a structured design problem or assignment.
-
C.
programChallenged
Indicates that one entity has formally questioned, disputed, or sought to overturn a program, plan, or initiative associated with another entity.
-
D.
featuredChallengeCup
Indicates that a particular Challenge Cup is highlighted or given special prominence relative to others.
-
E.
challengeType
Indicates the specific category or kind of challenge associated with an action or relationship between entities.
- 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_69c008d8c61081908bcaf61510d881ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0680ed0148190b6e310b15b3449ff |
completed | March 22, 2026, 10:07 p.m. |
| PD | Predicate disambiguation | batch_69c060ee055081908c79a1d151bd74cd |
completed | March 22, 2026, 9:36 p.m. |
Created at: March 22, 2026, 4:32 p.m.