Triple
T10699684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Libya |
E252238
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Benghazi port
Benghazi port is a major Mediterranean seaport in northeastern Libya that serves as a key hub for the region’s maritime trade and transportation.
|
E880191
|
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: Benghazi port | Statement: [Eastern Libya, contains, Benghazi port]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benghazi port Context triple: [Eastern Libya, contains, Benghazi port]
-
A.
Adabiya Port
Adabiya Port is a commercial seaport on Egypt’s Red Sea coast that serves as a key hub for handling general cargo and bulk goods.
-
B.
Tripoli harbor
Tripoli harbor is the main port of Tripoli, Libya, serving as a historic Mediterranean maritime hub for trade, transport, and fishing.
-
C.
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.
-
D.
Al Qunfudhah Port
Al Qunfudhah Port is a coastal seaport on Saudi Arabia’s Red Sea shoreline that serves as a regional hub for maritime trade and local economic activity.
-
E.
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.
- 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: Benghazi port Triple: [Eastern Libya, contains, Benghazi port]
Generated description
Benghazi port is a major Mediterranean seaport in northeastern Libya that serves as a key hub for the region’s maritime trade and transportation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benghazi port Target entity description: Benghazi port is a major Mediterranean seaport in northeastern Libya that serves as a key hub for the region’s maritime trade and transportation.
-
A.
Adabiya Port
Adabiya Port is a commercial seaport on Egypt’s Red Sea coast that serves as a key hub for handling general cargo and bulk goods.
-
B.
Tripoli harbor
Tripoli harbor is the main port of Tripoli, Libya, serving as a historic Mediterranean maritime hub for trade, transport, and fishing.
-
C.
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.
-
D.
Al Qunfudhah Port
Al Qunfudhah Port is a coastal seaport on Saudi Arabia’s Red Sea shoreline that serves as a regional hub for maritime trade and local economic activity.
-
E.
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.
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fd8abd7c81909c274aa1699a3695 |
completed | April 9, 2026, 1:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d998ed78e481908537ae10d55e6f65 |
completed | April 11, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d99e8534688190b312b737e0b9cd53 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69da625a1e8c8190b282e7a70bb7c876 |
completed | April 11, 2026, 3:01 p.m. |
Created at: April 8, 2026, 9:12 p.m.