Triple

T19517925
Position Surface form Disambiguated ID Type / Status
Subject Lenawee County, Michigan E488324 entity
Predicate hasMajorHighway P385 FINISHED
Object M-34
M-34 is a state trunkline highway in Michigan that serves as an important regional route through Lenawee County.
 E1379685 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: M-34 | Statement: [Lenawee County, Michigan, hasMajorHighway, M-34]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: M-34
Context triple: [Lenawee County, Michigan, hasMajorHighway, M-34]
  • A. M-35
    M-35 is a state trunkline highway in Michigan’s Upper Peninsula that runs along the shore of Green Bay and connects several communities in Menominee County and beyond.
  • B. M-38
    M-38 is a state trunkline highway in Michigan’s Upper Peninsula that serves as a key east–west route through Baraga County and surrounding areas.
  • C. M-39
    M-39 is a state highway in Michigan commonly known as the Southfield Freeway, serving as a major north–south commuter route in the Detroit metropolitan area.
  • D. M-40
    M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
  • E. M-40
    M-40 is a major ring road encircling Madrid, Spain, serving as a key arterial route that connects various suburbs and municipalities around the city.
  • 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: M-34
Triple: [Lenawee County, Michigan, hasMajorHighway, M-34]
Generated description
M-34 is a state trunkline highway in Michigan that serves as an important regional route through Lenawee County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: M-34
Target entity description: M-34 is a state trunkline highway in Michigan that serves as an important regional route through Lenawee County.
  • A. M-35
    M-35 is a state trunkline highway in Michigan’s Upper Peninsula that runs along the shore of Green Bay and connects several communities in Menominee County and beyond.
  • B. M-38
    M-38 is a state trunkline highway in Michigan’s Upper Peninsula that serves as a key east–west route through Baraga County and surrounding areas.
  • C. M-39
    M-39 is a state highway in Michigan commonly known as the Southfield Freeway, serving as a major north–south commuter route in the Detroit metropolitan area.
  • D. M-40
    M-40 is a state trunkline highway in Michigan that runs north–south through several counties, including Allegan County.
  • E. M-40
    M-40 is a major ring road encircling Madrid, Spain, serving as a key arterial route that connects various suburbs and municipalities around the city.
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359da24c81909a0fd165a0fc0e33 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074727002c8190aa3783c66242a4e4 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a0747e1f0d08190b69246a4c7fe4143 completed May 15, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0748be762c8190b561a2e5039bca42 completed May 15, 2026, 4:24 p.m.
Created at: April 10, 2026, 1:40 p.m.