Triple

T4358362
Position Surface form Disambiguated ID Type / Status
Subject Chihuahua City E98604 entity
Predicate roadConnection P385 FINISHED
Object Federal Highway 45
Federal Highway 45 is a major Mexican federal roadway that runs north–south through central and northern Mexico, connecting key cities including Chihuahua City and serving as an important commercial and transportation corridor.
E489433 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: Federal Highway 45 | Statement: [Chihuahua City, roadConnection, Federal Highway 45]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Highway 45
Context triple: [Chihuahua City, roadConnection, Federal Highway 45]
  • A. Highway 75
    Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
  • B. U.S. Route 45
    U.S. Route 45 is a major north–south United States highway that runs from the Gulf Coast in Mississippi through several Midwestern states to the Upper Peninsula of Michigan.
  • C. U.S. Highway 53
    U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
  • D. National Freeway 5
    National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
  • E. National Highway 71
    National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
  • 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: Federal Highway 45
Triple: [Chihuahua City, roadConnection, Federal Highway 45]
Generated description
Federal Highway 45 is a major Mexican federal roadway that runs north–south through central and northern Mexico, connecting key cities including Chihuahua City and serving as an important commercial and transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Highway 45
Target entity description: Federal Highway 45 is a major Mexican federal roadway that runs north–south through central and northern Mexico, connecting key cities including Chihuahua City and serving as an important commercial and transportation corridor.
  • A. Highway 75
    Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
  • B. U.S. Route 45
    U.S. Route 45 is a major north–south United States highway that runs from the Gulf Coast in Mississippi through several Midwestern states to the Upper Peninsula of Michigan.
  • C. U.S. Highway 53
    U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
  • D. National Freeway 5
    National Freeway 5 is a major Taiwanese expressway that connects the Taipei metropolitan area with Yilan County, including the long Xueshan Tunnel through mountainous terrain.
  • E. National Highway 71
    National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
  • 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_69b3454c772081908e20173e379e8ebe completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c7fa1881908bdc844a7142eb65 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea45c53908190af21d54dbf9550f0 completed March 21, 2026, 1:59 p.m.
NEDg Description generation batch_69bea4d632f881909e621f5d11855f8b completed March 21, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69bea547a08c8190ae74293c4a729ad2 completed March 21, 2026, 2:03 p.m.
Created at: March 12, 2026, 11:16 p.m.