Triple

T15228116
Position Surface form Disambiguated ID Type / Status
Subject Pike County, Arkansas E363928 entity
Predicate countySeat P383 FINISHED
Object Murfreesboro, Arkansas
Murfreesboro, Arkansas is a small city in southwestern Arkansas best known as the home of Crater of Diamonds State Park, where visitors can search for real diamonds.
 E1151469 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: Murfreesboro, Arkansas | Statement: [Pike County, Arkansas, countySeat, Murfreesboro, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Murfreesboro, Arkansas
Context triple: [Pike County, Arkansas, countySeat, Murfreesboro, Arkansas]
  • A. Jonesboro, Arkansas
    Jonesboro, Arkansas is a regional economic and educational hub in northeastern Arkansas, known for hosting Arkansas State University and serving as a key center for agriculture, healthcare, and commerce.
  • B. Murfreesboro, Tennessee
    Murfreesboro, Tennessee is a rapidly growing city in Middle Tennessee known for its Civil War history and as the home of Middle Tennessee State University.
  • C. Jacksonville, Arkansas
    Jacksonville, Arkansas is a small city in central Arkansas, located near Little Rock and known for its proximity to the Little Rock Air Force Base.
  • D. Huntsville, Arkansas
    Huntsville, Arkansas is a small city in Madison County known as the hometown and longtime residence of former Arkansas governor Orval Faubus.
  • E. Farmington, Arkansas
    Farmington, Arkansas is a small city in northwest 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: Murfreesboro, Arkansas
Triple: [Pike County, Arkansas, countySeat, Murfreesboro, Arkansas]
Generated description
Murfreesboro, Arkansas is a small city in southwestern Arkansas best known as the home of Crater of Diamonds State Park, where visitors can search for real diamonds.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Murfreesboro, Arkansas
Target entity description: Murfreesboro, Arkansas is a small city in southwestern Arkansas best known as the home of Crater of Diamonds State Park, where visitors can search for real diamonds.
  • A. Jonesboro, Arkansas
    Jonesboro, Arkansas is a regional economic and educational hub in northeastern Arkansas, known for hosting Arkansas State University and serving as a key center for agriculture, healthcare, and commerce.
  • B. Murfreesboro, Tennessee
    Murfreesboro, Tennessee is a rapidly growing city in Middle Tennessee known for its Civil War history and as the home of Middle Tennessee State University.
  • C. Jacksonville, Arkansas
    Jacksonville, Arkansas is a small city in central Arkansas, located near Little Rock and known for its proximity to the Little Rock Air Force Base.
  • D. Huntsville, Arkansas
    Huntsville, Arkansas is a small city in Madison County known as the hometown and longtime residence of former Arkansas governor Orval Faubus.
  • E. Farmington, Arkansas
    Farmington, Arkansas is a small city in northwest 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078ccdf48190b34eabd9e24e45a1 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff01de4ccc8190aeac4a6c1ffc08d9 completed May 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ff038901788190b8e3150dc514194d completed May 9, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69ff041924e08190a4068d263de94c95 completed May 9, 2026, 9:53 a.m.
Created at: April 10, 2026, 3:12 a.m.