Triple
T18891621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubo Bagobo |
E462102
|
entity |
| Predicate | culturalChallenges |
P53143
|
FINISHED |
| Object | land rights issues |
—
|
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: land rights issues | Statement: [Ubo Bagobo, culturalChallenges, land rights issues]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: culturalChallenges Context triple: [Ubo Bagobo, culturalChallenges, land rights issues]
-
A.
culturalIssue
chosen
Indicates that something pertains to, arises from, or significantly affects the beliefs, values, practices, or norms of a particular culture or group.
-
B.
culturalVariation
Indicates that there are differences in practices, beliefs, or expressions between cultures or within a culture across groups, contexts, or time.
-
C.
culturalInteraction
Indicates interactions or exchanges between entities that involve cultural practices, values, expressions, or influences.
-
D.
culturalEmphasis
Indicates that a culture, group, or context places particular importance or priority on a specific value, practice, or domain.
-
E.
opposingCulture
Indicates a relationship where one culture stands in opposition to, conflicts with, or resists the values, practices, or influence of another culture.
- 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_69d8dcfc3430819095ee6fc0eb4c06a5 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c47bbf908190b141e98e3468e908 |
completed | April 20, 2026, 6:15 a.m. |
| PD | Predicate disambiguation | batch_69e4a2e27e1481908a8da10b28f07875 |
completed | April 19, 2026, 9:39 a.m. |
Created at: April 10, 2026, 11:58 a.m.