Triple

T534794
Position Surface form Disambiguated ID Type / Status
Subject Richmond County, Georgia E12301 entity
Predicate hasMajorHighway P385 FINISHED
Object U.S. Route 78
U.S. Route 78 is a major east–west U.S. Highway running from Memphis, Tennessee, through the Deep South to Charleston, South Carolina, serving as an important regional transportation corridor.
E359726 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: U.S. Route 78 | Statement: [Richmond County, Georgia, hasMajorHighway, U.S. Route 78]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 78
Context triple: [Richmond County, Georgia, hasMajorHighway, U.S. Route 78]
  • A. U.S. Route 70
    U.S. Route 70 is a major east–west United States highway that stretches from Arizona to North Carolina, serving as an important transportation corridor across the southern part of the country.
  • B. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • C. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • D. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • E. U.S. Route 280
    U.S. Route 280 is a major east–west U.S. Highway running from central Alabama through Georgia, connecting cities such as Birmingham, Columbus, and Savannah.
  • 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: U.S. Route 78
Triple: [Richmond County, Georgia, hasMajorHighway, U.S. Route 78]
Generated description
U.S. Route 78 is a major east–west U.S. Highway running from Memphis, Tennessee, through the Deep South to Charleston, South Carolina, serving as an important regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 78
Target entity description: U.S. Route 78 is a major east–west U.S. Highway running from Memphis, Tennessee, through the Deep South to Charleston, South Carolina, serving as an important regional transportation corridor.
  • A. U.S. Route 70
    U.S. Route 70 is a major east–west United States highway that stretches from Arizona to North Carolina, serving as an important transportation corridor across the southern part of the country.
  • B. U.S. Route 29
    U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
  • C. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • D. U.S. Route 75
    U.S. Route 75 is a major north–south U.S. Highway running from Texas through the central United States, serving as a key transportation corridor for cities such as Dallas.
  • E. U.S. Route 280
    U.S. Route 280 is a major east–west U.S. Highway running from central Alabama through Georgia, connecting cities such as Birmingham, Columbus, and Savannah.
  • 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_69a4933208e88190891f5debab1b776d completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a494e202348190a6e5110109703a69 completed March 1, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36067f47881908de481e1350bcaff completed March 13, 2026, 12:55 a.m.
NEDg Description generation batch_69b3614702348190bd35c37d2059312f completed March 13, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69b362451b848190a2fe80a17ab8f9c3 completed March 13, 2026, 1:03 a.m.
Created at: March 1, 2026, 7:32 p.m.