Triple

T11486823
Position Surface form Disambiguated ID Type / Status
Subject Libertyville, Illinois E272300 entity
Predicate hasNotableFeature P642 FINISHED
Object Milwaukee Avenue commercial district
The Milwaukee Avenue commercial district is a central shopping and business area in Libertyville, Illinois, known for its mix of local shops, restaurants, and historic small-town streetscape.
E928784 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: Milwaukee Avenue commercial district | Statement: [Libertyville, Illinois, hasNotableFeature, Milwaukee Avenue commercial district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Milwaukee Avenue commercial district
Context triple: [Libertyville, Illinois, hasNotableFeature, Milwaukee Avenue commercial district]
  • A. Madison Street business district
    The Madison Street business district is a central commercial corridor in Forest Park, Illinois, known for its mix of local shops, restaurants, and neighborhood services.
  • B. Mill Avenue District
    Mill Avenue District is a vibrant, pedestrian-friendly urban core in downtown Tempe known for its shops, restaurants, nightlife, and proximity to Arizona State University.
  • C. Marquette Plaza
    Marquette Plaza is a modernist office building in downtown Minneapolis, Minnesota, noted for its distinctive suspended-structure design and innovative architectural style.
  • D. Cicero Avenue and Cermak Road commercial district
    The Cicero Avenue and Cermak Road commercial district is a major retail and business corridor in Cicero, Illinois, known for its dense concentration of shops, services, and local commerce.
  • E. 47th Street Diamond District
    The 47th Street Diamond District is New York City’s famed jewelry and gemstone hub, known for its dense concentration of diamond dealers, wholesalers, and retail shops.
  • 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: Milwaukee Avenue commercial district
Triple: [Libertyville, Illinois, hasNotableFeature, Milwaukee Avenue commercial district]
Generated description
The Milwaukee Avenue commercial district is a central shopping and business area in Libertyville, Illinois, known for its mix of local shops, restaurants, and historic small-town streetscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Milwaukee Avenue commercial district
Target entity description: The Milwaukee Avenue commercial district is a central shopping and business area in Libertyville, Illinois, known for its mix of local shops, restaurants, and historic small-town streetscape.
  • A. Madison Street business district
    The Madison Street business district is a central commercial corridor in Forest Park, Illinois, known for its mix of local shops, restaurants, and neighborhood services.
  • B. Mill Avenue District
    Mill Avenue District is a vibrant, pedestrian-friendly urban core in downtown Tempe known for its shops, restaurants, nightlife, and proximity to Arizona State University.
  • C. Marquette Plaza
    Marquette Plaza is a modernist office building in downtown Minneapolis, Minnesota, noted for its distinctive suspended-structure design and innovative architectural style.
  • D. Cicero Avenue and Cermak Road commercial district
    The Cicero Avenue and Cermak Road commercial district is a major retail and business corridor in Cicero, Illinois, known for its dense concentration of shops, services, and local commerce.
  • E. 47th Street Diamond District
    The 47th Street Diamond District is New York City’s famed jewelry and gemstone hub, known for its dense concentration of diamond dealers, wholesalers, and retail shops.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85a1fc9688190aacc2eed64229b79 completed April 10, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6046076d0819087766bf905825217 completed April 20, 2026, 10:48 a.m.
NEDg Description generation batch_69e610a5ea0481908169c58dc0831b76 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e6182b06f88190ab36d976ac989019 completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.