Triple
T15912283
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libyan coast |
E385877
|
entity |
| Predicate | hasPort |
P35
|
FINISHED |
| Object |
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.
|
E1185392
|
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: Port of Benghazi | Statement: [Libyan coast, hasPort, Port of Benghazi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port of Benghazi Context triple: [Libyan coast, hasPort, Port of Benghazi]
-
A.
Port of Misrata
The Port of Misrata is a major Libyan seaport on the Mediterranean that serves as a key hub for the country’s maritime trade and industry.
-
B.
Port of Tripoli
The Port of Tripoli is Lebanon’s second-largest seaport and a key commercial gateway on the eastern Mediterranean, serving as a major hub for regional trade and shipping.
-
C.
Tripoli harbor
Tripoli harbor is the main port of Tripoli, Libya, serving as a historic Mediterranean maritime hub for trade, transport, and fishing.
-
D.
Port of Berbera
The Port of Berbera is a major deep-water seaport in Somaliland that serves as a key maritime gateway for trade along the Horn of Africa and the Red Sea shipping routes.
-
E.
Port of Annaba
The Port of Annaba is a key commercial seaport in northeastern Algeria that serves as a major hub for regional trade and maritime transport on the Mediterranean coast.
- 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: Port of Benghazi Triple: [Libyan coast, hasPort, Port of Benghazi]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port of Benghazi Target entity description: 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.
-
A.
Port of Misrata
The Port of Misrata is a major Libyan seaport on the Mediterranean that serves as a key hub for the country’s maritime trade and industry.
-
B.
Port of Tripoli
The Port of Tripoli is Lebanon’s second-largest seaport and a key commercial gateway on the eastern Mediterranean, serving as a major hub for regional trade and shipping.
-
C.
Tripoli harbor
Tripoli harbor is the main port of Tripoli, Libya, serving as a historic Mediterranean maritime hub for trade, transport, and fishing.
-
D.
Port of Berbera
The Port of Berbera is a major deep-water seaport in Somaliland that serves as a key maritime gateway for trade along the Horn of Africa and the Red Sea shipping routes.
-
E.
Port of Annaba
The Port of Annaba is a key commercial seaport in northeastern Algeria that serves as a major hub for regional trade and maritime transport on the Mediterranean coast.
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156601c988190b9bd0cd75897651b |
completed | April 16, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb5a5b0dc81909606d667c3bc0edf |
completed | May 9, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69ffb663ac1c8190a7def27579acf8aa |
completed | May 9, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb6b9007c819096a02c416239dcac |
completed | May 9, 2026, 10:35 p.m. |
Created at: April 10, 2026, 4:52 a.m.