Triple

T9172297
Position Surface form Disambiguated ID Type / Status
Subject Ozaukee County E220108 entity
Predicate hasMunicipality P847 FINISHED
Object Town of Saukville
The Town of Saukville is a small, predominantly rural community in southeastern Wisconsin known for its proximity to the Milwaukee River and blend of agricultural land and growing residential areas.
E784143 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: Town of Saukville | Statement: [Ozaukee County, hasMunicipality, Town of Saukville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Town of Saukville
Context triple: [Ozaukee County, hasMunicipality, Town of Saukville]
  • A. Village of Saukville
    The Village of Saukville is a small incorporated community in southeastern Wisconsin known for its residential character and proximity to the Milwaukee metropolitan area.
  • B. Town of Clarkstown
    The Town of Clarkstown is a suburban municipality in southeastern New York State known for its residential communities, commercial centers, and proximity to New York City.
  • C. Town of Niskayuna
    The Town of Niskayuna is a suburban municipality in Schenectady County, New York, known for its residential neighborhoods, strong public schools, and proximity to the Albany metropolitan area.
  • D. Village of Airmont
    The Village of Airmont is a suburban residential community in Rockland County, New York, known for its quiet neighborhoods and proximity to New York City.
  • E. Sloatsburg, New York
    Sloatsburg, New York is a small village in Rockland County known as a gateway community to Harriman State Park and the surrounding Ramapo Mountains.
  • 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: Town of Saukville
Triple: [Ozaukee County, hasMunicipality, Town of Saukville]
Generated description
The Town of Saukville is a small, predominantly rural community in southeastern Wisconsin known for its proximity to the Milwaukee River and blend of agricultural land and growing residential areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Town of Saukville
Target entity description: The Town of Saukville is a small, predominantly rural community in southeastern Wisconsin known for its proximity to the Milwaukee River and blend of agricultural land and growing residential areas.
  • A. Village of Saukville
    The Village of Saukville is a small incorporated community in southeastern Wisconsin known for its residential character and proximity to the Milwaukee metropolitan area.
  • B. Town of Clarkstown
    The Town of Clarkstown is a suburban municipality in southeastern New York State known for its residential communities, commercial centers, and proximity to New York City.
  • C. Town of Niskayuna
    The Town of Niskayuna is a suburban municipality in Schenectady County, New York, known for its residential neighborhoods, strong public schools, and proximity to the Albany metropolitan area.
  • D. Village of Airmont
    The Village of Airmont is a suburban residential community in Rockland County, New York, known for its quiet neighborhoods and proximity to New York City.
  • E. Sloatsburg, New York
    Sloatsburg, New York is a small village in Rockland County known as a gateway community to Harriman State Park and the surrounding Ramapo Mountains.
  • 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_69ca83e467108190abcae6a33b3d4dad completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccbf9fe79c819082f335c2fdd1c7d3 completed April 1, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c077f008190ba1bcd82b3fe9a1d completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05cec61908190ae783af982db4170 completed April 4, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69d05dbf1ce081908d5c8168a9315942 completed April 4, 2026, 12:39 a.m.
Created at: March 30, 2026, 7:22 p.m.