Triple

T16188458
Position Surface form Disambiguated ID Type / Status
Subject Anseba Region E392869 entity
Predicate hasTransportRoute P11026 FINISHED
Object Keren–Barentu road
The Keren–Barentu road is a key roadway in Eritrea that connects the town of Keren with Barentu, facilitating regional transport and trade across the Anseba and Gash-Barka areas.
E1199488 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: Keren–Barentu road | Statement: [Anseba Region, hasTransportRoute, Keren–Barentu road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keren–Barentu road
Context triple: [Anseba Region, hasTransportRoute, Keren–Barentu road]
  • A. Transcaucasian Highway
    The Transcaucasian Highway is a major mountain road route crossing the Greater Caucasus and linking Russia with Georgia through challenging high-altitude terrain.
  • B. 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.
  • C. Geha Highway
    Geha Highway is a major section of Israel's Highway 4, serving as a key urban arterial route through the Tel Aviv metropolitan area.
  • D. M41 Pamir Highway
    M41 Pamir Highway is a high-altitude road traversing the Pamir Mountains in Central Asia, renowned as one of the world’s most remote and scenic driving routes.
  • E. 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.
  • 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: Keren–Barentu road
Triple: [Anseba Region, hasTransportRoute, Keren–Barentu road]
Generated description
The Keren–Barentu road is a key roadway in Eritrea that connects the town of Keren with Barentu, facilitating regional transport and trade across the Anseba and Gash-Barka areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keren–Barentu road
Target entity description: The Keren–Barentu road is a key roadway in Eritrea that connects the town of Keren with Barentu, facilitating regional transport and trade across the Anseba and Gash-Barka areas.
  • A. Transcaucasian Highway
    The Transcaucasian Highway is a major mountain road route crossing the Greater Caucasus and linking Russia with Georgia through challenging high-altitude terrain.
  • B. 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.
  • C. Geha Highway
    Geha Highway is a major section of Israel's Highway 4, serving as a key urban arterial route through the Tel Aviv metropolitan area.
  • D. M41 Pamir Highway
    M41 Pamir Highway is a high-altitude road traversing the Pamir Mountains in Central Asia, renowned as one of the world’s most remote and scenic driving routes.
  • E. 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.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222d3a8e48190bdf29a633f4b0490 completed April 17, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffff0750f08190a2fce65124d8dcc0 completed May 10, 2026, 3:44 a.m.
NEDg Description generation batch_6a000096f344819094fca24a342984e1 completed May 10, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_6a00012ec15c8190a09e1b37bc560f67 completed May 10, 2026, 3:53 a.m.
Created at: April 10, 2026, 5:02 a.m.