Triple
T25620136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kabyle people |
E642270
|
entity |
| Predicate | notableLanguageActivismEvent |
P44310
|
FINISHED |
| Object |
Berber Spring
Berber Spring was a 1980 protest movement in Algeria in which Berber, especially Kabyle, activists demanded recognition of their language and cultural rights against state Arabization policies.
|
E1685993
|
NE FINISHED |
How this triple was built (3 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: Berber Spring | Statement: [Kabyle people, notableLanguageActivismEvent, Berber Spring]
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Berber Spring Triple: [Kabyle people, notableLanguageActivismEvent, Berber Spring]
Generated description
Berber Spring was a 1980 protest movement in Algeria in which Berber, especially Kabyle, activists demanded recognition of their language and cultural rights against state Arabization policies.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableLanguageActivismEvent Context triple: [Kabyle people, notableLanguageActivismEvent, Berber Spring]
-
A.
notableProtest
chosen
Indicates that an entity is recognized for having led, organized, or been centrally involved in a significant protest or demonstration.
-
B.
notableEventMentionedIn
Indicates that a particular notable event is referenced or discussed within a specified source or document.
-
C.
hasPoliticalSignificanceFor
Indicates that something holds importance, influence, or consequence within the political context or interests of a particular entity.
-
D.
hasPoliticalSignificanceAs
Indicates that something holds a particular kind or role of political importance or relevance in relation to another entity or context.
-
E.
censorshipEvent
Indicates an event in which information, expression, or communication is suppressed, restricted, or altered by some controlling authority or mechanism.
- F. None of above.
Provenance (6 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_69e77e7a96748190b10f2699041e4e43 |
completed | April 21, 2026, 1:41 p.m. |
| NER | Named-entity recognition | batch_69fd44474ed48190ac372e4c88d762ed |
completed | May 8, 2026, 2:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a10b77ef9248190a52c7e8c5ab12a4e |
completed | May 22, 2026, 8:07 p.m. |
| NEDg | Description generation | batch_6a10b8265e8c8190817bca20ada4c82a |
completed | May 22, 2026, 8:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a10b94f8d808190b348d3207b85ab88 |
completed | May 22, 2026, 8:15 p.m. |
| PD | Predicate disambiguation | batch_69fd41ef28a48190a66959be5c964461 |
completed | May 8, 2026, 1:52 a.m. |
Created at: April 21, 2026, 5:03 p.m.