Triple

T7549125
Position Surface form Disambiguated ID Type / Status
Subject Duluth, Georgia E178482 entity
Predicate hasMajorRoad P385 FINISHED
Object Buford Highway
Buford Highway is a major multi-lane thoroughfare in the Atlanta metropolitan area known for its dense concentration of diverse immigrant communities, restaurants, and businesses.
E674351 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: Buford Highway | Statement: [Duluth, Georgia, hasMajorRoad, Buford Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Buford Highway
Context triple: [Duluth, Georgia, hasMajorRoad, Buford Highway]
  • A. VFW Parkway
    VFW Parkway is a major landscaped roadway in the Greater Boston area that connects residential neighborhoods with key routes while preserving a park-like corridor.
  • B. Generals Highway
    Generals Highway is a scenic mountain road in California that winds through Sequoia and Kings Canyon National Parks, providing access to giant sequoia groves and major park attractions.
  • C. Elliott Highway
    The Elliott Highway is a remote road in Alaska that connects Fairbanks to the interior and serves as a key route toward the Dalton Highway and Alaska’s Arctic regions.
  • D. Jacksboro Pike
    Jacksboro Pike is a major roadway running through the Fountain City area of Knoxville, Tennessee, serving as a key local commercial and commuter route.
  • E. Lincoln Parkway
    Lincoln Parkway is a historic, tree-lined boulevard in Buffalo, New York, that forms part of the city’s Olmsted-designed park and parkway system.
  • 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: Buford Highway
Triple: [Duluth, Georgia, hasMajorRoad, Buford Highway]
Generated description
Buford Highway is a major multi-lane thoroughfare in the Atlanta metropolitan area known for its dense concentration of diverse immigrant communities, restaurants, and businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Buford Highway
Target entity description: Buford Highway is a major multi-lane thoroughfare in the Atlanta metropolitan area known for its dense concentration of diverse immigrant communities, restaurants, and businesses.
  • A. VFW Parkway
    VFW Parkway is a major landscaped roadway in the Greater Boston area that connects residential neighborhoods with key routes while preserving a park-like corridor.
  • B. Generals Highway
    Generals Highway is a scenic mountain road in California that winds through Sequoia and Kings Canyon National Parks, providing access to giant sequoia groves and major park attractions.
  • C. Elliott Highway
    The Elliott Highway is a remote road in Alaska that connects Fairbanks to the interior and serves as a key route toward the Dalton Highway and Alaska’s Arctic regions.
  • D. Jacksboro Pike
    Jacksboro Pike is a major roadway running through the Fountain City area of Knoxville, Tennessee, serving as a key local commercial and commuter route.
  • E. Lincoln Parkway
    Lincoln Parkway is a historic, tree-lined boulevard in Buffalo, New York, that forms part of the city’s Olmsted-designed park and parkway system.
  • 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_69c69f2cbe08819088f9eb0c03ef529b completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8b35ba481908e1e5bbf329daa33 completed March 27, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c86151a5a48190a6a53baa54f19293 completed March 28, 2026, 11:16 p.m.
NEDg Description generation batch_69c861d1255881909091426b62bfdd1e completed March 28, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69c8627e9a6c8190baf4e8bb113845f1 completed March 28, 2026, 11:21 p.m.
Created at: March 27, 2026, 3:49 p.m.