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.