Triple
T161125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab Spring |
E3286
|
entity |
| Predicate | followedBy |
P78
|
FINISHED |
| Object |
Arab Winter
Arab Winter refers to the period of renewed authoritarianism, civil conflict, and instability that followed the initial hopes and uprisings of the Arab Spring across several Middle Eastern and North African countries.
|
E19871
|
NE FINISHED |
How this triple was built (4 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: Arab Winter | Statement: [Arab Spring, followedBy, Arab Winter]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arab Winter Context triple: [Arab Spring, followedBy, Arab Winter]
-
A.
Arab Spring
The Arab Spring was a wave of pro-democracy uprisings and protests that erupted across the Arab world starting in late 2010, challenging longstanding authoritarian regimes and demanding political and social reforms.
-
B.
Flight into Egypt
The Flight into Egypt is a biblical event in which Joseph, Mary, and the infant Jesus flee to Egypt to escape King Herod’s massacre, a scene frequently depicted in Christian art and tradition.
-
C.
Ten Days of Repentance
Ten Days of Repentance is the Jewish High Holy Days period between Rosh Hashanah and Yom Kippur devoted to introspection, seeking forgiveness, and spiritual renewal.
-
D.
Red Terror
The Red Terror was a brutal campaign of mass arrests, executions, and political repression carried out by the Bolshevik regime and its secret police (the Cheka) during the early years of Soviet power.
-
E.
Desert Fox
Desert Fox is the famous wartime nickname of German Field Marshal Erwin Rommel, renowned for his tactical brilliance in North Africa during World War II.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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: Arab Winter Triple: [Arab Spring, followedBy, Arab Winter]
Generated description
Arab Winter refers to the period of renewed authoritarianism, civil conflict, and instability that followed the initial hopes and uprisings of the Arab Spring across several Middle Eastern and North African countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arab Winter Target entity description: Arab Winter refers to the period of renewed authoritarianism, civil conflict, and instability that followed the initial hopes and uprisings of the Arab Spring across several Middle Eastern and North African countries.
-
A.
Arab Spring
The Arab Spring was a wave of pro-democracy uprisings and protests that erupted across the Arab world starting in late 2010, challenging longstanding authoritarian regimes and demanding political and social reforms.
-
B.
Flight into Egypt
The Flight into Egypt is a biblical event in which Joseph, Mary, and the infant Jesus flee to Egypt to escape King Herod’s massacre, a scene frequently depicted in Christian art and tradition.
-
C.
Ten Days of Repentance
Ten Days of Repentance is the Jewish High Holy Days period between Rosh Hashanah and Yom Kippur devoted to introspection, seeking forgiveness, and spiritual renewal.
-
D.
Red Terror
The Red Terror was a brutal campaign of mass arrests, executions, and political repression carried out by the Bolshevik regime and its secret police (the Cheka) during the early years of Soviet power.
-
E.
Desert Fox
Desert Fox is the famous wartime nickname of German Field Marshal Erwin Rommel, renowned for his tactical brilliance in North Africa during World War II.
- F. None of above. chosen
Provenance (5 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_69a2527757ec819090b8becb2cf1a862 |
completed | Feb. 28, 2026, 2:27 a.m. |
| NER | Named-entity recognition | batch_69a25856d934819095460b2ea566eb6b |
completed | Feb. 28, 2026, 2:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a2d4cbaedc81908aa7cf4df2661ccc |
completed | Feb. 28, 2026, 11:43 a.m. |
| NEDg | Description generation | batch_69a2d5c4532081909855cb9fd5395624 |
completed | Feb. 28, 2026, 11:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2d63a6bc481908d6d3bd0f7e05ada |
completed | Feb. 28, 2026, 11:49 a.m. |
Created at: Feb. 28, 2026, 2:31 a.m.