Triple

T9472783
Position Surface form Disambiguated ID Type / Status
Subject El Duda E228433 entity
Predicate partOf P40 FINISHED
Object Libyan road network
The Libyan road network is the nationwide system of highways and roads that connects cities, towns, and key economic regions across Libya.
E220636 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 road network | Statement: [El Duda, partOf, Libyan road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libyan road network
Context triple: [El Duda, partOf, Libyan road network]
  • A. Coastal Highway of Libya
    The Coastal Highway of Libya is the country’s principal east–west roadway running along the Mediterranean coast, linking major cities and regions including the central city of Sirte.
  • B. Egyptian road network
    The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
  • C. Lebanese highway network
    The Lebanese highway network is the primary system of major roads and expressways that links Beirut and other key cities, ports, and regions across Lebanon, facilitating most of the country’s domestic and international road transport.
  • D. Libyan airport network
    The Libyan airport network is the system of civil and military airports and airfields across Libya that supports the country’s domestic and international air transport.
  • E. Tripoli–Tunis coastal corridor
    The Tripoli–Tunis coastal corridor is a key Mediterranean transport and trade route linking Libya’s capital Tripoli with Tunisia, serving as a vital axis for regional movement of people, goods, and military forces.
  • 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 road network
Triple: [El Duda, partOf, Libyan road network]
Generated description
The Libyan road network is the nationwide system of highways and roads that connects cities, towns, and key economic regions across Libya.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libyan road network
Target entity description: The Libyan road network is the nationwide system of highways and roads that connects cities, towns, and key economic regions across Libya.
  • A. Coastal Highway of Libya chosen
    The Coastal Highway of Libya is the country’s principal east–west roadway running along the Mediterranean coast, linking major cities and regions including the central city of Sirte.
  • B. Egyptian road network
    The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
  • C. Lebanese highway network
    The Lebanese highway network is the primary system of major roads and expressways that links Beirut and other key cities, ports, and regions across Lebanon, facilitating most of the country’s domestic and international road transport.
  • D. Libyan airport network
    The Libyan airport network is the system of civil and military airports and airfields across Libya that supports the country’s domestic and international air transport.
  • E. Tripoli–Tunis coastal corridor
    The Tripoli–Tunis coastal corridor is a key Mediterranean transport and trade route linking Libya’s capital Tripoli with Tunisia, serving as a vital axis for regional movement of people, goods, and military forces.
  • F. None of above.

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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ff0afd08190871b68a88fdbff2b completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122d625fc8190b8222930449ad3da completed April 4, 2026, 2:40 p.m.
NEDg Description generation batch_69d12395841c8190857de8a50ab6345c completed April 4, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_69d1275bcbd88190a5742a9cf802425a completed April 4, 2026, 2:59 p.m.
Created at: March 30, 2026, 7:54 p.m.