Triple

T31877
Position Surface form Disambiguated ID Type / Status
Subject Birmingham, Alabama E635 entity
Predicate transportHubFor P423 FINISHED
Object Interstate 65
Interstate 65 is a major north–south U.S. highway running through the central United States, connecting the Gulf Coast to the Midwest and serving key cities such as Mobile, Birmingham, Nashville, and Indianapolis.
E26295 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: Interstate 65 | Statement: [Birmingham, Alabama, transportHubFor, Interstate 65]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 65
Context triple: [Birmingham, Alabama, transportHubFor, Interstate 65]
  • A. Interstate 59
    Interstate 59 is a major U.S. highway running from Louisiana to Georgia, serving as a key north–south transportation corridor through the Deep South.
  • B. Interstate 45
    Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
  • C. Interstate 20
    Interstate 20 is a major east–west U.S. highway running from Texas to South Carolina, serving as a key transportation corridor across the southern United States.
  • D. Interstate 35
    Interstate 35 is a major north–south U.S. highway running from the Mexican border in Texas through the central United States to Minnesota, serving numerous key cities along its route.
  • E. Interstate 90
    Interstate 90 is the longest Interstate Highway in the United States, running east–west from Seattle, Washington, to Boston, Massachusetts.
  • 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: Interstate 65
Triple: [Birmingham, Alabama, transportHubFor, Interstate 65]
Generated description
Interstate 65 is a major north–south U.S. highway running through the central United States, connecting the Gulf Coast to the Midwest and serving key cities such as Mobile, Birmingham, Nashville, and Indianapolis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 65
Target entity description: Interstate 65 is a major north–south U.S. highway running through the central United States, connecting the Gulf Coast to the Midwest and serving key cities such as Mobile, Birmingham, Nashville, and Indianapolis.
  • A. Interstate 59
    Interstate 59 is a major U.S. highway running from Louisiana to Georgia, serving as a key north–south transportation corridor through the Deep South.
  • B. Interstate 45
    Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
  • C. Interstate 20
    Interstate 20 is a major east–west U.S. highway running from Texas to South Carolina, serving as a key transportation corridor across the southern United States.
  • D. Interstate 35
    Interstate 35 is a major north–south U.S. highway running from the Mexican border in Texas through the central United States to Minnesota, serving numerous key cities along its route.
  • E. Interstate 90
    Interstate 90 is the longest Interstate Highway in the United States, running east–west from Seattle, Washington, to Boston, Massachusetts.
  • 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_69a2479dec388190967ba648663442c9 completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a2487838f881908ab8eda6c6ae53e4 completed Feb. 28, 2026, 1:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32bc28a008190a63df84b5ab90679 completed Feb. 28, 2026, 5:54 p.m.
NEDg Description generation batch_69a32c6747fc81909a51eebe410bffac completed Feb. 28, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69a32cbc7db08190a94e1ac4d35ca257 completed Feb. 28, 2026, 5:58 p.m.
Created at: Feb. 28, 2026, 1:44 a.m.