Triple

T15843455
Position Surface form Disambiguated ID Type / Status
Subject Tripoli harbor E384154 entity
Predicate partOf P40 FINISHED
Object Libyan port system
The Libyan port system is the national network of maritime ports and harbors that supports Libya’s sea trade, transportation, and economic connectivity along its Mediterranean coastline.
 E1179763 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: Libyan port system | Statement: [Tripoli harbor, partOf, Libyan port system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Libyan port system
Context triple: [Tripoli harbor, partOf, Libyan port system]
  • 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 (Lebanon)
    The Port of Tripoli (Lebanon) is a major commercial seaport on Lebanon’s northern Mediterranean coast, serving as a key hub for regional trade and shipping.
  • C. 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.
  • 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. Ras Lanuf oil terminal
    Ras Lanuf oil terminal is a major Libyan export facility on the Mediterranean coast, central to the country’s oil industry and frequently involved in regional conflicts over energy infrastructure.
  • 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: Libyan port system
Triple: [Tripoli harbor, partOf, Libyan port system]
Generated description
The Libyan port system is the national network of maritime ports and harbors that supports Libya’s sea trade, transportation, and economic connectivity along its Mediterranean coastline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Libyan port system
Target entity description: The Libyan port system is the national network of maritime ports and harbors that supports Libya’s sea trade, transportation, and economic connectivity along its Mediterranean coastline.
  • 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 (Lebanon)
    The Port of Tripoli (Lebanon) is a major commercial seaport on Lebanon’s northern Mediterranean coast, serving as a key hub for regional trade and shipping.
  • C. 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.
  • 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. Ras Lanuf oil terminal
    Ras Lanuf oil terminal is a major Libyan export facility on the Mediterranean coast, central to the country’s oil industry and frequently involved in regional conflicts over energy infrastructure.
  • 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_69d86da422088190aac39e32e6c68429 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e142ea3da08190a9d2d5917f84907c completed April 16, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa1412c9481909808473e14058033 completed May 9, 2026, 9:04 p.m.
NEDg Description generation batch_69ffa419c6dc81908c9678f8434530f8 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa4cff5088190a7f11fd62941f4fb completed May 9, 2026, 9:19 p.m.
Created at: April 10, 2026, 4:50 a.m.