Triple

T12833284
Position Surface form Disambiguated ID Type / Status
Subject South Side of Milwaukee E306840 entity
Predicate containsNeighborhood P4813 FINISHED
Object Lincoln Village
Lincoln Village is a historic, ethnically diverse residential neighborhood in Milwaukee known for its dense urban character and strong community identity.
E1004770 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: Lincoln Village | Statement: [South Side of Milwaukee, containsNeighborhood, Lincoln Village]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lincoln Village
Context triple: [South Side of Milwaukee, containsNeighborhood, Lincoln Village]
  • A. Woodridge
    Woodridge is a residential neighborhood in Northeast Washington, D.C., known for its tree-lined streets and proximity to the Brookland area.
  • B. Rolling Meadows
    Rolling Meadows is a suburban city in northeastern Illinois, United States, located in the Chicago metropolitan area.
  • C. Elmhurst
    Elmhurst is a diverse residential and commercial neighborhood in the borough of Queens in New York City, known for its multicultural community and bustling shopping areas.
  • D. Elmhurst
    Elmhurst is a residential neighborhood in East Oakland, California, known for its diverse community and urban character.
  • E. Elmhurst
    Elmhurst is a suburban city in DuPage County, Illinois, located west of Chicago and known for its residential neighborhoods, downtown shopping district, and commuter access to 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: Lincoln Village
Triple: [South Side of Milwaukee, containsNeighborhood, Lincoln Village]
Generated description
Lincoln Village is a historic, ethnically diverse residential neighborhood in Milwaukee known for its dense urban character and strong community identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lincoln Village
Target entity description: Lincoln Village is a historic, ethnically diverse residential neighborhood in Milwaukee known for its dense urban character and strong community identity.
  • A. Woodridge
    Woodridge is a residential neighborhood in Northeast Washington, D.C., known for its tree-lined streets and proximity to the Brookland area.
  • B. Rolling Meadows
    Rolling Meadows is a suburban city in northeastern Illinois, United States, located in the Chicago metropolitan area.
  • C. Elmhurst
    Elmhurst is a diverse residential and commercial neighborhood in the borough of Queens in New York City, known for its multicultural community and bustling shopping areas.
  • D. Elmhurst
    Elmhurst is a residential neighborhood in East Oakland, California, known for its diverse community and urban character.
  • E. Elmhurst
    Elmhurst is a suburban city in DuPage County, Illinois, located west of Chicago and known for its residential neighborhoods, downtown shopping district, and commuter access to 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_69d7bdf52b94819096d6f0ba4ab50a98 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96fb0bb208190bdc4d3dc7909be06 completed April 10, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ed8d20081908e0fb5262b354cab completed May 2, 2026, 11:55 p.m.
NEDg Description generation batch_69f6908cb8ec8190855b217c13a51f16 completed May 3, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69f6917688508190ae5a64494eaadce7 completed May 3, 2026, 12:06 a.m.
Created at: April 9, 2026, 5:34 p.m.