Triple

T7678513
Position Surface form Disambiguated ID Type / Status
Subject Urbana, Maryland E173926 entity
Predicate hasPlannedNeighborhood P23364 FINISHED
Object Villages of Urbana
Villages of Urbana is a large master-planned residential community in Urbana, Maryland, known for its suburban amenities, schools, and village-style layout.
E681384 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: Villages of Urbana | Statement: [Urbana, Maryland, hasPlannedNeighborhood, Villages of Urbana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Villages of Urbana
Context triple: [Urbana, Maryland, hasPlannedNeighborhood, Villages of Urbana]
  • A. Heartland Village
    Heartland Village is a primarily residential neighborhood located near the center of Staten Island in New York City.
  • B. Village of Niles
    The Village of Niles is a suburban municipality in Cook County, Illinois, located northwest of Chicago and known for landmarks such as its Leaning Tower of Niles.
  • C. Village of Lombard
    The Village of Lombard is a suburban community in DuPage County, Illinois, known for its residential neighborhoods, local parks, and annual Lilac Time festival.
  • D. Village of Oak Park
    The Village of Oak Park is a suburban municipality just west of Chicago, Illinois, known for its historic architecture, progressive community values, and cultural institutions.
  • E. Village of Palatine
    The Village of Palatine is a suburban municipality in northeastern Illinois known for its residential neighborhoods, community events, and proximity to Chicago.
  • 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: Villages of Urbana
Triple: [Urbana, Maryland, hasPlannedNeighborhood, Villages of Urbana]
Generated description
Villages of Urbana is a large master-planned residential community in Urbana, Maryland, known for its suburban amenities, schools, and village-style layout.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Villages of Urbana
Target entity description: Villages of Urbana is a large master-planned residential community in Urbana, Maryland, known for its suburban amenities, schools, and village-style layout.
  • A. Heartland Village
    Heartland Village is a primarily residential neighborhood located near the center of Staten Island in New York City.
  • B. Village of Niles
    The Village of Niles is a suburban municipality in Cook County, Illinois, located northwest of Chicago and known for landmarks such as its Leaning Tower of Niles.
  • C. Village of Lombard
    The Village of Lombard is a suburban community in DuPage County, Illinois, known for its residential neighborhoods, local parks, and annual Lilac Time festival.
  • D. Village of Oak Park
    The Village of Oak Park is a suburban municipality just west of Chicago, Illinois, known for its historic architecture, progressive community values, and cultural institutions.
  • E. Village of Palatine
    The Village of Palatine is a suburban municipality in northeastern Illinois known for its residential neighborhoods, community events, and proximity to Chicago.
  • 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_69c6995703e0819081de77361b602e78 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c708affd048190bf21bcc1796a3c39 completed March 27, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a248750481908f0de08aee78c9ba completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a2fd5a348190a952f6cc3e622474 completed March 29, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3a570948190ba733c3c858d4bfd completed March 29, 2026, 3:59 a.m.
Created at: March 27, 2026, 4:01 p.m.