Triple

T31876
Position Surface form Disambiguated ID Type / Status
Subject Birmingham, Alabama E635 entity
Predicate transportHubFor P423 FINISHED
Object 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.
E26131 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 59 | Statement: [Birmingham, Alabama, transportHubFor, Interstate 59]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 59
Context triple: [Birmingham, Alabama, transportHubFor, Interstate 59]
  • A. 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.
  • B. 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.
  • C. Interstate 45
    Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
  • D. Interstate 35E
    Interstate 35E is the eastern branch of Interstate 35 that runs through Dallas, Texas, serving as a key north–south transportation corridor in the region.
  • E. Interstate 30
    Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
  • 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 59
Triple: [Birmingham, Alabama, transportHubFor, Interstate 59]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 59
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Interstate 45
    Interstate 45 is a major north–south U.S. highway in Texas that connects the cities of Dallas and Houston.
  • D. Interstate 35E
    Interstate 35E is the eastern branch of Interstate 35 that runs through Dallas, Texas, serving as a key north–south transportation corridor in the region.
  • E. Interstate 30
    Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
  • 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_69a3280cebb48190bffad33be40dc175 completed Feb. 28, 2026, 5:38 p.m.
NEDg Description generation batch_69a3286a10a081909ff6a27df20a0f8e completed Feb. 28, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69a32b0b53488190a009ab2ebf362e66 completed Feb. 28, 2026, 5:51 p.m.
Created at: Feb. 28, 2026, 1:44 a.m.