Triple

T10563778
Position Surface form Disambiguated ID Type / Status
Subject Port of Basra E249294 entity
Predicate linkedTo P37 FINISHED
Object Iraqi national transport network
The Iraqi national transport network is the integrated system of roads, railways, ports, and other infrastructure that connects major cities, industrial centers, and trade hubs across Iraq.
E870638 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: Iraqi national transport network | Statement: [Port of Basra, linkedTo, Iraqi national transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraqi national transport network
Context triple: [Port of Basra, linkedTo, Iraqi national transport network]
  • A. Saudi national road network
    The Saudi national road network is an extensive system of highways and roads that links cities, industrial hubs, ports, and remote regions across Saudi Arabia, supporting both domestic travel and commercial transport.
  • B. Saudi national rail network
    The Saudi national rail network is the countrywide system of passenger and freight rail lines in Saudi Arabia, integrating high-speed, intercity, and freight services to connect major cities, industrial hubs, and holy sites.
  • C. Ministry of Transport of Iraq
    The Ministry of Transport of Iraq is the national government body responsible for overseeing and regulating the country’s transportation infrastructure and services, including road, rail, air, and maritime sectors.
  • D. 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.
  • E. 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.
  • 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: Iraqi national transport network
Triple: [Port of Basra, linkedTo, Iraqi national transport network]
Generated description
The Iraqi national transport network is the integrated system of roads, railways, ports, and other infrastructure that connects major cities, industrial centers, and trade hubs across Iraq.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraqi national transport network
Target entity description: The Iraqi national transport network is the integrated system of roads, railways, ports, and other infrastructure that connects major cities, industrial centers, and trade hubs across Iraq.
  • A. Saudi national road network
    The Saudi national road network is an extensive system of highways and roads that links cities, industrial hubs, ports, and remote regions across Saudi Arabia, supporting both domestic travel and commercial transport.
  • B. Saudi national rail network
    The Saudi national rail network is the countrywide system of passenger and freight rail lines in Saudi Arabia, integrating high-speed, intercity, and freight services to connect major cities, industrial hubs, and holy sites.
  • C. Ministry of Transport of Iraq
    The Ministry of Transport of Iraq is the national government body responsible for overseeing and regulating the country’s transportation infrastructure and services, including road, rail, air, and maritime sectors.
  • D. 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.
  • E. 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.
  • 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_69d381c8bd708190acf3d275c908251e completed April 6, 2026, 9:50 a.m.
NER Named-entity recognition batch_69d527224b808190b996ae970393f9c3 completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9349bb7748190b5afb492e78d1128 completed April 10, 2026, 5:34 p.m.
NEDg Description generation batch_69d938c979788190b11b02748ed44153 completed April 10, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69d9398b63f08190910dd838ad11de6e completed April 10, 2026, 5:55 p.m.
Created at: April 6, 2026, 12:36 p.m.