Triple

T6348260
Position Surface form Disambiguated ID Type / Status
Subject Bentonville, Arkansas E142799 entity
Predicate hasAttraction P105 FINISHED
Object Bentonville City Square
Bentonville City Square is a historic downtown gathering place in Bentonville, Arkansas, known for its shops, restaurants, community events, and proximity to cultural attractions like the Walmart Museum.
 E142799 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: Bentonville City Square | Statement: [Bentonville, Arkansas, hasAttraction, Bentonville City Square]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bentonville City Square
Context triple: [Bentonville, Arkansas, hasAttraction, Bentonville City Square]
  • A. Bentonville, Arkansas
    Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
  • B. Hometown Square
    Hometown Square is a themed area within the California’s Great America amusement park, styled after a classic American small-town main street.
  • C. Piedmont Exedra Plaza
    Piedmont Exedra Plaza is a prominent civic gathering space and historic landmark located in the city center of Piedmont, California.
  • D. Union Mills
    Union Mills is a small village on the Isle of Man, situated just inland from the island’s capital, Douglas.
  • E. Little Rock Riverfront Park
    Little Rock Riverfront Park is a scenic urban park along the Arkansas River in downtown Little Rock, featuring walking trails, public art, historic sites, and venues for community events and festivals.
  • 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: Bentonville City Square
Triple: [Bentonville, Arkansas, hasAttraction, Bentonville City Square]
Generated description
Bentonville City Square is a historic downtown gathering place in Bentonville, Arkansas, known for its shops, restaurants, community events, and proximity to cultural attractions like the Walmart Museum.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bentonville City Square
Target entity description: Bentonville City Square is a historic downtown gathering place in Bentonville, Arkansas, known for its shops, restaurants, community events, and proximity to cultural attractions like the Walmart Museum.
  • A. Bentonville, Arkansas chosen
    Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
  • B. Hometown Square
    Hometown Square is a themed area within the California’s Great America amusement park, styled after a classic American small-town main street.
  • C. Piedmont Exedra Plaza
    Piedmont Exedra Plaza is a prominent civic gathering space and historic landmark located in the city center of Piedmont, California.
  • D. Union Mills
    Union Mills is a small village on the Isle of Man, situated just inland from the island’s capital, Douglas.
  • E. Little Rock Riverfront Park
    Little Rock Riverfront Park is a scenic urban park along the Arkansas River in downtown Little Rock, featuring walking trails, public art, historic sites, and venues for community events and festivals.
  • F. None of above.

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_69c008d6dcbc8190aa1c2f1fd8916b42 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c067bba1988190b51f0a22e4279e1b completed March 22, 2026, 10:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6044b33fc8190a214c6615d072715 completed March 27, 2026, 4:15 a.m.
NEDg Description generation batch_69c6057466ec8190afe96107862bb40a completed March 27, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69c6060a113881909b424d0c47c2107e completed March 27, 2026, 4:22 a.m.
Created at: March 22, 2026, 4:31 p.m.