Triple
T12766406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Puquina |
E305135
|
entity |
| Predicate | hasResearchChallenge |
P2189
|
FINISHED |
| Object | scarcity of reliable data |
—
|
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: scarcity of reliable data | Statement: [Puquina, hasResearchChallenge, scarcity of reliable data]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasResearchChallenge Context triple: [Puquina, hasResearchChallenge, scarcity of reliable data]
-
A.
hasChallenge
chosen
Indicates that an entity faces, experiences, or is confronted with a particular difficulty, obstacle, or problem.
-
B.
hasResearchGoal
Indicates that an entity has a specific research objective, aim, or target it is pursuing or designed to address.
-
C.
hasChallengingApproach
Indicates that the approach or method involved in reaching or engaging with something is difficult, complex, or demanding.
-
D.
hasCreativeChallenges
Indicates that an entity experiences or is associated with difficulties, obstacles, or demanding tasks in the process of creating or producing something.
-
E.
challengeUndertaken
Indicates that an entity has accepted and is actively engaging in a specific challenge or demanding task.
- 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_69d7bdf1fcd081909ffb0e0d6fa3a07d |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96df1ef148190af525532fcb0933b |
completed | April 10, 2026, 9:38 p.m. |
| PD | Predicate disambiguation | batch_69d96409739881909174ba005a986cb5 |
completed | April 10, 2026, 8:56 p.m. |
Created at: April 9, 2026, 5:28 p.m.