Triple

T13408493
Position Surface form Disambiguated ID Type / Status
Subject Tuz Khurmatu E320021 entity
Predicate locatedOnRoad P20522 FINISHED
Object 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.
E1040843 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–Kirkuk highway | Statement: [Tuz Khurmatu, locatedOnRoad, Baghdad–Kirkuk highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baghdad–Kirkuk highway
Context triple: [Tuz Khurmatu, locatedOnRoad, Baghdad–Kirkuk highway]
  • A. 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.
  • B. 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.
  • C. Erbil–Kirkuk road
    The Erbil–Kirkuk road is a major highway in northern Iraq that connects the cities of Erbil and Kirkuk and serves as a key transport and strategic route in the Kurdistan region.
  • D. 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.
  • 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–Kirkuk highway
Triple: [Tuz Khurmatu, locatedOnRoad, Baghdad–Kirkuk highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baghdad–Kirkuk highway
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Erbil–Kirkuk road
    The Erbil–Kirkuk road is a major highway in northern Iraq that connects the cities of Erbil and Kirkuk and serves as a key transport and strategic route in the Kurdistan region.
  • D. 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.
  • 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

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_69d806b943cc8190b6af624d385d7e12 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbae4d2c5481908facfaaa1501e344 completed April 12, 2026, 2:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69f739857dd4819087e64b956a814939 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73c0aff6c81909b7b82278655a372 completed May 3, 2026, 12:14 p.m.
NED2 Entity disambiguation (via description) batch_69f73c635a3c81908cef18410e46f002 completed May 3, 2026, 12:15 p.m.
Created at: April 9, 2026, 9:35 p.m.