Triple

T6301343
Position Surface form Disambiguated ID Type / Status
Subject Iraq–Saudi Arabia border area E141260 entity
Predicate roadConnection P385 FINISHED
Object 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.
E583381 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: Arar–Baghdad highway | Statement: [Iraq–Saudi Arabia border area, roadConnection, Arar–Baghdad highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arar–Baghdad highway
Context triple: [Iraq–Saudi Arabia border area, roadConnection, Arar–Baghdad highway]
  • A. 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.
  • 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. Damascus–Baghdad road
    The Damascus–Baghdad road is a major highway linking the capitals of Syria and Iraq, long serving as a key corridor for regional trade, travel, and military logistics.
  • D. 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.
  • E. Mecca–Taif highway
    The Mecca–Taif highway is a major mountain road in western Saudi Arabia that links the holy city of Mecca with the resort city of Taif, traversing steep terrain and scenic passes.
  • 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: Arar–Baghdad highway
Triple: [Iraq–Saudi Arabia border area, roadConnection, Arar–Baghdad highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arar–Baghdad highway
Target entity description: 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.
  • A. 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.
  • 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. Damascus–Baghdad road
    The Damascus–Baghdad road is a major highway linking the capitals of Syria and Iraq, long serving as a key corridor for regional trade, travel, and military logistics.
  • D. 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.
  • E. Mecca–Taif highway
    The Mecca–Taif highway is a major mountain road in western Saudi Arabia that links the holy city of Mecca with the resort city of Taif, traversing steep terrain and scenic passes.
  • 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_69c008cf0ad4819095def81e2bd42f9f completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0645bb41481909294b06e2b3e1845 completed March 22, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e42f38bc819086a3e66a83ffc792 completed March 27, 2026, 1:58 a.m.
NEDg Description generation batch_69c5e4e5f5ec81909ddfb500315408bd completed March 27, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69c5e55af7c48190ab44b433ba8bd3e8 completed March 27, 2026, 2:03 a.m.
Created at: March 22, 2026, 4:27 p.m.