Triple

T10789356
Position Surface form Disambiguated ID Type / Status
Subject Northville Township, Michigan E254535 entity
Predicate hasTransportationAccess P1298 FINISHED
Object I-96
I-96 is a major east–west Interstate Highway in Michigan that connects Detroit with Grand Rapids and other key cities across the state.
E885969 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: I-96 | Statement: [Northville Township, Michigan, hasTransportationAccess, I-96]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I-96
Context triple: [Northville Township, Michigan, hasTransportationAccess, I-96]
  • A. I-94 corridor
    The I-94 corridor is a major interstate transportation route in the Midwestern United States that connects key urban centers and includes segments such as the Kennedy Expressway in Chicago.
  • B. I-84
    I-84 is a major east–west Interstate Highway in the northwestern United States, running through Oregon and Idaho as a key regional transportation corridor.
  • C. I-194 (Michigan)
    I-194 (Michigan) is a short auxiliary Interstate highway in Battle Creek that connects downtown with I-94.
  • D. Interstate 94
    Interstate 94 is a major east–west U.S. Interstate Highway running from Montana to Michigan, serving key Midwestern cities such as Minneapolis–Saint Paul, Milwaukee, and Chicago.
  • E. I-696
    I-696 is an east–west interstate highway in the Detroit metropolitan area of Michigan, serving as a key commuter and bypass route through suburbs including Southfield.
  • 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: I-96
Triple: [Northville Township, Michigan, hasTransportationAccess, I-96]
Generated description
I-96 is a major east–west Interstate Highway in Michigan that connects Detroit with Grand Rapids and other key cities across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I-96
Target entity description: I-96 is a major east–west Interstate Highway in Michigan that connects Detroit with Grand Rapids and other key cities across the state.
  • A. I-94 corridor
    The I-94 corridor is a major interstate transportation route in the Midwestern United States that connects key urban centers and includes segments such as the Kennedy Expressway in Chicago.
  • B. I-84
    I-84 is a major east–west Interstate Highway in the northwestern United States, running through Oregon and Idaho as a key regional transportation corridor.
  • C. I-194 (Michigan)
    I-194 (Michigan) is a short auxiliary Interstate highway in Battle Creek that connects downtown with I-94.
  • D. Interstate 94
    Interstate 94 is a major east–west U.S. Interstate Highway running from Montana to Michigan, serving key Midwestern cities such as Minneapolis–Saint Paul, Milwaukee, and Chicago.
  • E. I-696
    I-696 is an east–west interstate highway in the Detroit metropolitan area of Michigan, serving as a key commuter and bypass route through suburbs including Southfield.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f4b1388190a1364e56a90e8388 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de562873b081908bea08c56b1c1e3f completed April 14, 2026, 2:58 p.m.
NEDg Description generation batch_69de5eadb9448190bdf69711394e2ab7 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de607917808190922df6521d7bfb07 completed April 14, 2026, 3:42 p.m.
Created at: April 8, 2026, 9:17 p.m.