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.