Triple

T14291681
Position Surface form Disambiguated ID Type / Status
Subject Egyptian road network E354326 entity
Predicate hasMajorRoute P385 FINISHED
Object Oasis Road to Bahariya
Oasis Road to Bahariya is a major desert highway in Egypt that links the Nile Valley region with the remote Bahariya Oasis in the Western Desert.
E1092306 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: Oasis Road to Bahariya | Statement: [Egyptian road network, hasMajorRoute, Oasis Road to Bahariya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oasis Road to Bahariya
Context triple: [Egyptian road network, hasMajorRoute, Oasis Road to Bahariya]
  • A. Al Khail Road
    Al Khail Road is a major multi-lane highway in Dubai that connects key residential and commercial districts and serves as an important alternative to Sheikh Zayed Road.
  • B. Cairo–Ismailia Desert Road
    The Cairo–Ismailia Desert Road is a major highway in Egypt that links Cairo with the city of Ismailia across the Eastern Desert, serving key industrial and satellite cities along its route.
  • C. Cairo–Asyut desert road
    The Cairo–Asyut desert road is a major highway in Egypt that runs through the Western Desert, linking the capital Cairo with the city of Asyut and serving several governorates along the Nile Valley.
  • D. Cairo–Alexandria Desert Road
    The Cairo–Alexandria Desert Road is a major Egyptian highway linking Cairo and Alexandria across the Western Desert, serving as one of the country’s most important transportation corridors.
  • E. Katameya–Ain Sokhna Road
    The Katameya–Ain Sokhna Road is a major Egyptian highway linking the Cairo suburbs with the Red Sea resort area of Ain Sokhna, serving as a key route for both commuters and tourists.
  • 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: Oasis Road to Bahariya
Triple: [Egyptian road network, hasMajorRoute, Oasis Road to Bahariya]
Generated description
Oasis Road to Bahariya is a major desert highway in Egypt that links the Nile Valley region with the remote Bahariya Oasis in the Western Desert.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oasis Road to Bahariya
Target entity description: Oasis Road to Bahariya is a major desert highway in Egypt that links the Nile Valley region with the remote Bahariya Oasis in the Western Desert.
  • A. Al Khail Road
    Al Khail Road is a major multi-lane highway in Dubai that connects key residential and commercial districts and serves as an important alternative to Sheikh Zayed Road.
  • B. Cairo–Ismailia Desert Road
    The Cairo–Ismailia Desert Road is a major highway in Egypt that links Cairo with the city of Ismailia across the Eastern Desert, serving key industrial and satellite cities along its route.
  • C. Cairo–Asyut desert road
    The Cairo–Asyut desert road is a major highway in Egypt that runs through the Western Desert, linking the capital Cairo with the city of Asyut and serving several governorates along the Nile Valley.
  • D. Cairo–Alexandria Desert Road
    The Cairo–Alexandria Desert Road is a major Egyptian highway linking Cairo and Alexandria across the Western Desert, serving as one of the country’s most important transportation corridors.
  • E. Katameya–Ain Sokhna Road
    The Katameya–Ain Sokhna Road is a major Egyptian highway linking the Cairo suburbs with the Red Sea resort area of Ain Sokhna, serving as a key route for both commuters and tourists.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6981e9148190baf2ed56a7b7340e completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1fee448190bcafb37dd6618d60 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3e5f333c8190bdce30a813bea59e completed May 8, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69fd3ed1fe288190b83dc432b61f0b4f completed May 8, 2026, 1:39 a.m.
Created at: April 10, 2026, 1:11 a.m.