Triple

T22507047
Position Surface form Disambiguated ID Type / Status
Subject Baghdad–Basra corridor E556415 entity
Predicate hasComponent P35 FINISHED
Object Baghdad–Basra Highway
The Baghdad–Basra Highway is a major Iraqi roadway that connects the capital Baghdad with the southern port city of Basra, serving as a key route for transportation and trade.
E556415 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: Baghdad–Basra Highway | Statement: [Baghdad–Basra corridor, hasComponent, Baghdad–Basra Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baghdad–Basra Highway
Context triple: [Baghdad–Basra corridor, hasComponent, Baghdad–Basra Highway]
  • A. Arar–Baghdad highway
    The Arar–Baghdad highway is a major international road linking central Iraq with northern Saudi Arabia, serving as a key route for trade, travel, and pilgrimage between the two countries.
  • B. Baghdad–Karbala highway
    The Baghdad–Karbala highway is a major roadway in central Iraq that serves as a key route for pilgrims and travelers between the capital Baghdad and the holy city of Karbala.
  • C. Baghdad–Amman highway
    The Baghdad–Amman highway is a major international road linking Iraq’s capital Baghdad with Jordan’s capital Amman, serving as a key commercial and strategic transport corridor across the desert.
  • D. Baghdad–Kirkuk highway
    The Baghdad–Kirkuk highway is a major roadway in Iraq that connects the capital Baghdad with the northern city of Kirkuk, passing through key towns such as Tuz Khurmatu.
  • E. Baghdad–Basra corridor
    The Baghdad–Basra corridor is a major transportation axis in Iraq that links the capital Baghdad with the southern port city of Basra, passing through key urban and economic centers.
  • 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: Baghdad–Basra Highway
Triple: [Baghdad–Basra corridor, hasComponent, Baghdad–Basra Highway]
Generated description
The Baghdad–Basra Highway is a major Iraqi roadway that connects the capital Baghdad with the southern port city of Basra, serving as a key route for transportation and trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baghdad–Basra Highway
Target entity description: The Baghdad–Basra Highway is a major Iraqi roadway that connects the capital Baghdad with the southern port city of Basra, serving as a key route for transportation and trade.
  • A. Arar–Baghdad highway
    The Arar–Baghdad highway is a major international road linking central Iraq with northern Saudi Arabia, serving as a key route for trade, travel, and pilgrimage between the two countries.
  • B. Baghdad–Karbala highway
    The Baghdad–Karbala highway is a major roadway in central Iraq that serves as a key route for pilgrims and travelers between the capital Baghdad and the holy city of Karbala.
  • C. Baghdad–Amman highway
    The Baghdad–Amman highway is a major international road linking Iraq’s capital Baghdad with Jordan’s capital Amman, serving as a key commercial and strategic transport corridor across the desert.
  • D. Baghdad–Kirkuk highway
    The Baghdad–Kirkuk highway is a major roadway in Iraq that connects the capital Baghdad with the northern city of Kirkuk, passing through key towns such as Tuz Khurmatu.
  • E. Baghdad–Basra corridor chosen
    The Baghdad–Basra corridor is a major transportation axis in Iraq that links the capital Baghdad with the southern port city of Basra, passing through key urban and economic centers.
  • 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_69e11e555edc81909ca803587dafd747 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15d5cddf88190821d9c9fdee84160 completed April 29, 2026, 1:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b17eb056c81908f1617c01c490d1b completed May 18, 2026, 1:45 p.m.
NEDg Description generation batch_6a0b187392188190912568c024737542 completed May 18, 2026, 1:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1901e4d481909f831b88714bbe24 completed May 18, 2026, 1:49 p.m.
Created at: April 16, 2026, 8:50 p.m.