Triple

T8237837
Position Surface form Disambiguated ID Type / Status
Subject Louis William Valentine DuBourg E192456 entity
Predicate familyName P18 FINISHED
Object DuBourg
DuBourg is a French-origin surname historically associated with notable figures in politics, religion, and public life.
 E720865 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: DuBourg | Statement: [Louis William Valentine DuBourg, familyName, DuBourg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DuBourg
Context triple: [Louis William Valentine DuBourg, familyName, DuBourg]
  • A. Delmas
    Delmas is a densely populated suburban commune forming part of the Port-au-Prince metropolitan area in Haiti.
  • B. Dubois
    Dubois is a common French-origin surname borne by numerous notable individuals across politics, arts, sciences, and sports.
  • C. Villard
    Villard is a surname most notably associated with Oswald Garrison Villard, an American journalist and civil rights activist.
  • D. Parlier
    Parlier is a small agricultural city in California’s San Joaquin Valley, known for its large farmworker community and fruit production.
  • E. Bressant
    Bressant is a novel by American author Julian Hawthorne, known as one of his early works in 19th-century fiction.
  • 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: DuBourg
Triple: [Louis William Valentine DuBourg, familyName, DuBourg]
Generated description
DuBourg is a French-origin surname historically associated with notable figures in politics, religion, and public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DuBourg
Target entity description: DuBourg is a French-origin surname historically associated with notable figures in politics, religion, and public life.
  • A. Delmas
    Delmas is a densely populated suburban commune forming part of the Port-au-Prince metropolitan area in Haiti.
  • B. Dubois
    Dubois is a common French-origin surname borne by numerous notable individuals across politics, arts, sciences, and sports.
  • C. Villard
    Villard is a surname most notably associated with Oswald Garrison Villard, an American journalist and civil rights activist.
  • D. Parlier
    Parlier is a small agricultural city in California’s San Joaquin Valley, known for its large farmworker community and fruit production.
  • E. Bressant
    Bressant is a novel by American author Julian Hawthorne, known as one of his early works in 19th-century fiction.
  • 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_69ca82dc8f148190a2c75a98501a7b91 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb783929c081909db1182947755bae completed March 31, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd3504e6ac8190b4cb12c80a7e7fc0 completed April 1, 2026, 3:08 p.m.
NEDg Description generation batch_69cd37a47f3c81909491e9b0316c32f0 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ecc8d68819099932b1ecefc0d36 completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:47 p.m.