Triple
T29048509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cava de Viriato |
E735198
|
entity |
| Predicate | hasResearchChallenges |
P154685
|
FINISHED |
| Object | scarcity of datable materials |
—
|
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 datable materials | Statement: [Cava de Viriato, hasResearchChallenges, scarcity of datable materials]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasResearchChallenges Context triple: [Cava de Viriato, hasResearchChallenges, scarcity of datable materials]
-
A.
hasResearchIssue
Indicates that an entity is associated with, addresses, or is characterized by a particular research problem or question.
-
B.
researchChallenge
chosen
Indicates a relationship where an entity poses, defines, or represents a problem or open question that requires investigation or solution through research.
-
C.
hasResearchGoal
Indicates that an entity has a specific research objective, aim, or target it is pursuing or designed to address.
-
D.
facedChallenges
Indicates that an entity has encountered and had to deal with difficulties, obstacles, or adverse conditions.
-
E.
hasChallengingApproach
Indicates that the approach or method involved in reaching or engaging with something is difficult, complex, or demanding.
- 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_69f077e64b88819094d37bdbca8191b3 |
completed | April 28, 2026, 9:03 a.m. |
| NER | Named-entity recognition | batch_69ffada24d188190a576a02dc280a7fb |
completed | May 9, 2026, 9:56 p.m. |
| PD | Predicate disambiguation | batch_69ffad46d6ac819081772f408b1389d5 |
completed | May 9, 2026, 9:55 p.m. |
Created at: April 28, 2026, 10:06 a.m.