Triple
T22401086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libya–Tunisia border |
E553759
|
entity |
| Predicate | hasNearbySettlement |
P4647
|
FINISHED |
| Object | Zuwara |
—
|
NE NERFINISHED |
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: Zuwara | Statement: [Libya–Tunisia border, hasNearbySettlement, Zuwara]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zuwara Context triple: [Libya–Tunisia border, hasNearbySettlement, Zuwara]
-
A.
Tripoli harbor
Tripoli harbor is the main port of Tripoli, Libya, serving as a historic Mediterranean maritime hub for trade, transport, and fishing.
-
B.
Nuweiba Port
Nuweiba Port is a key Egyptian maritime gateway on the Gulf of Aqaba, serving passenger ferries and cargo traffic between the Sinai Peninsula and neighboring countries in the Red Sea region.
-
C.
Arish Port
Arish Port is a coastal seaport on the Mediterranean in Egypt’s North Sinai region, serving as a key hub for regional trade and maritime activities.
-
D.
Port of Benghazi
The Port of Benghazi is a major Libyan seaport on the Mediterranean that serves as a key hub for the country’s maritime trade and regional shipping.
-
E.
Safi Port
Safi Port is a key Moroccan Atlantic seaport known for handling large volumes of phosphate and related exports, serving as a major industrial and commercial hub.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zuwara Target entity description: Zuwara is a coastal city in western Libya near the Tunisian border, known for its Amazigh (Berber) population and role as a regional trading and fishing center.
-
A.
Tripoli harbor
Tripoli harbor is the main port of Tripoli, Libya, serving as a historic Mediterranean maritime hub for trade, transport, and fishing.
-
B.
Nuweiba Port
Nuweiba Port is a key Egyptian maritime gateway on the Gulf of Aqaba, serving passenger ferries and cargo traffic between the Sinai Peninsula and neighboring countries in the Red Sea region.
-
C.
Arish Port
Arish Port is a coastal seaport on the Mediterranean in Egypt’s North Sinai region, serving as a key hub for regional trade and maritime activities.
-
D.
Port of Benghazi
The Port of Benghazi is a major Libyan seaport on the Mediterranean that serves as a key hub for the country’s maritime trade and regional shipping.
-
E.
Safi Port
Safi Port is a key Moroccan Atlantic seaport known for handling large volumes of phosphate and related exports, serving as a major industrial and commercial hub.
- F. None of above. chosen
Provenance (2 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_69e11e4da7048190b4387d422a9a0de5 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f158b39c908190a735aa860d733869 |
completed | April 29, 2026, 1:02 a.m. |
Created at: April 16, 2026, 8:46 p.m.