Triple

T13386331
Position Surface form Disambiguated ID Type / Status
Subject Helen Gurley Brown E319454 entity
Predicate placeOfBirth P1 FINISHED
Object Green Forest, Arkansas, United States
Green Forest, Arkansas, United States is a small city in Carroll County best known as the birthplace of influential author and longtime Cosmopolitan magazine editor-in-chief Helen Gurley Brown.
E1037146 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: Green Forest, Arkansas, United States | Statement: [Helen Gurley Brown, placeOfBirth, Green Forest, Arkansas, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Green Forest, Arkansas, United States
Context triple: [Helen Gurley Brown, placeOfBirth, Green Forest, Arkansas, United States]
  • A. Springfield, Arkansas, United States
    Springfield, Arkansas, United States is a small rural community in central Arkansas known primarily as the birthplace of American character actress Jean Speegle Howard.
  • B. Fountain Hill, Arkansas, United States
    Fountain Hill, Arkansas, United States is a small rural town best known as the birthplace of Joseph Jackson, the patriarch of the Jackson musical family.
  • C. Fayetteville, Arkansas, United States
    Fayetteville, Arkansas, United States is a city in northwest Arkansas known as the home of the University of Arkansas and a regional center for education, culture, and the arts.
  • D. Mountain View, Arkansas, United States
    Mountain View, Arkansas, United States, is a small Ozark Mountain town best known as the "Folk Music Capital of the World" for its rich tradition of American folk music and culture.
  • E. Greenland, Arkansas
    Greenland, Arkansas is a small city in northwestern Arkansas that functions largely as a residential community near the larger city of Fayetteville.
  • 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: Green Forest, Arkansas, United States
Triple: [Helen Gurley Brown, placeOfBirth, Green Forest, Arkansas, United States]
Generated description
Green Forest, Arkansas, United States is a small city in Carroll County best known as the birthplace of influential author and longtime Cosmopolitan magazine editor-in-chief Helen Gurley Brown.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Green Forest, Arkansas, United States
Target entity description: Green Forest, Arkansas, United States is a small city in Carroll County best known as the birthplace of influential author and longtime Cosmopolitan magazine editor-in-chief Helen Gurley Brown.
  • A. Springfield, Arkansas, United States
    Springfield, Arkansas, United States is a small rural community in central Arkansas known primarily as the birthplace of American character actress Jean Speegle Howard.
  • B. Fountain Hill, Arkansas, United States
    Fountain Hill, Arkansas, United States is a small rural town best known as the birthplace of Joseph Jackson, the patriarch of the Jackson musical family.
  • C. Fayetteville, Arkansas, United States
    Fayetteville, Arkansas, United States is a city in northwest Arkansas known as the home of the University of Arkansas and a regional center for education, culture, and the arts.
  • D. Mountain View, Arkansas, United States
    Mountain View, Arkansas, United States, is a small Ozark Mountain town best known as the "Folk Music Capital of the World" for its rich tradition of American folk music and culture.
  • E. Greenland, Arkansas
    Greenland, Arkansas is a small city in northwestern Arkansas that functions largely as a residential community near the larger city of Fayetteville.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce96d1881909957fdd068a7f55d completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7268f9a908190843481dd313f5a11 completed May 3, 2026, 10:42 a.m.
NEDg Description generation batch_69f7272115f4819092e4fa0fd7f130b5 completed May 3, 2026, 10:44 a.m.
NED2 Entity disambiguation (via description) batch_69f72992483c8190873ba7050ad9e6fa completed May 3, 2026, 10:55 a.m.
Created at: April 9, 2026, 9:34 p.m.