Triple
T7144103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghassan Kanafani |
E166519
|
entity |
| Predicate | workedIn |
P1527
|
FINISHED |
| Object | Beirut |
E4667
|
NE 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: Beirut | Statement: [Ghassan Kanafani, workedIn, Beirut]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beirut Context triple: [Ghassan Kanafani, workedIn, Beirut]
-
A.
Beirut
chosen
Beirut is the capital and largest city of Lebanon, known as a historic cultural, commercial, and financial hub of the Eastern Mediterranean.
-
B.
East Beirut
East Beirut is the predominantly Christian, historically Phalange-aligned sector of Lebanon’s capital that served as a key stronghold during the Lebanese Civil War.
-
C.
Beirut Central District
Beirut Central District is the historic and commercial heart of Beirut, characterized by its blend of preserved heritage architecture, modern urban design, and role as a major cultural, financial, and social hub of Lebanon.
-
D.
Greater Beirut
Greater Beirut is the densely populated metropolitan area surrounding Lebanon’s capital, encompassing Beirut and its adjacent suburbs as the country’s primary urban, economic, and cultural hub.
-
E.
Jounieh
Jounieh is a coastal city in Lebanon known for its seaside resorts, vibrant nightlife, and proximity to the historic pilgrimage site of Harissa.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69c6888579d481909e05a8d6b81bf733 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e7d027d0819088598b2a9f71b1b7 |
completed | March 27, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7b8e72bf081909bb63a4b6f2613df |
completed | March 28, 2026, 11:17 a.m. |
Created at: March 27, 2026, 2:46 p.m.