Triple

T776805
Position Surface form Disambiguated ID Type / Status
Subject Louisville, Kentucky E16402 entity
Predicate demographicDesignation P2263 FINISHED
Object Louisvillian
A Louisvillian is a resident or native of Louisville, Kentucky.
E91932 NE FINISHED

How this triple was built (5 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: Louisvillian | Statement: [Louisville, Kentucky, demographicDesignation, Louisvillian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisvillian
Context triple: [Louisville, Kentucky, demographicDesignation, Louisvillian]
  • A. Lafayette
    Lafayette was a French aristocrat and military officer who became a key general in the American Revolutionary War and a symbol of Franco-American alliance.
  • B. Dix
    Dix is the surname of Dorothea Dix, the 19th-century American social reformer known for her pioneering work in mental health care and prison reform.
  • C. duc d'Albany
    The duc d'Albany is the French title historically used for the Duke of Albany, a noble rank traditionally associated with Scottish and later British royalty.
  • D. Mandeville
    Mandeville is a prominent inland town in central Jamaica known for its cool climate, colonial-era architecture, and role as the capital of Manchester Parish.
  • E. Brewster
    Brewster is a coastal town on Cape Cod in Massachusetts known for its scenic beaches, historic charm, and bayside conservation lands.
  • 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: Louisvillian
Triple: [Louisville, Kentucky, demographicDesignation, Louisvillian]
Generated description
A Louisvillian is a resident or native of Louisville, Kentucky.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisvillian
Target entity description: A Louisvillian is a resident or native of Louisville, Kentucky.
  • A. Lafayette
    Lafayette was a French aristocrat and military officer who became a key general in the American Revolutionary War and a symbol of Franco-American alliance.
  • B. Dix
    Dix is the surname of Dorothea Dix, the 19th-century American social reformer known for her pioneering work in mental health care and prison reform.
  • C. duc d'Albany
    The duc d'Albany is the French title historically used for the Duke of Albany, a noble rank traditionally associated with Scottish and later British royalty.
  • D. Mandeville
    Mandeville is a prominent inland town in central Jamaica known for its cool climate, colonial-era architecture, and role as the capital of Manchester Parish.
  • E. Brewster
    Brewster is the given name of Brewster Kahle, an American computer engineer and digital librarian best known as the founder of the Internet Archive.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: demographicDesignation
Context triple: [Louisville, Kentucky, demographicDesignation, Louisvillian]
  • A. demographicCharacteristic
    Indicates that one entity specifies or describes a demographic attribute or feature (such as age, gender, ethnicity, or similar population-related trait) of another entity.
  • B. demographicsLabel chosen
    Indicates the categorical demographic group or segment that an entity is associated with or classified under.
  • C. demographicsCharacteristic
    Indicates that one entity serves as a demographic attribute or characteristic (such as age, gender, ethnicity, etc.) that describes or classifies another entity.
  • D. demographics
    Indicates the relationship of providing or characterizing statistical information about a population’s attributes, such as age, gender, income, or education.
  • E. demographicSignificanceIn
    Indicates that something has notable demographic importance, impact, or representativeness within a specified population, group, or region.
  • F. None of above.

Provenance (6 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_69a4936ad1fc81908f190208059ccf78 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a74da7648190adfad56717d564df completed March 1, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66d9dd9b48190ba7fae75db01c114 completed March 3, 2026, 5:11 a.m.
NEDg Description generation batch_69a66f03f1e88190a2a7cdbe57f57bc2 completed March 3, 2026, 5:17 a.m.
NED2 Entity disambiguation (via description) batch_69a66fa5123c819085ee7cef0c7013c9 completed March 3, 2026, 5:20 a.m.
PD Predicate disambiguation batch_69a4a50a443481909ae3662764ee69a4 completed March 1, 2026, 8:43 p.m.
Created at: March 1, 2026, 7:37 p.m.