Triple

T18609639
Position Surface form Disambiguated ID Type / Status
Subject Cross County, Arkansas E454856 entity
Predicate hasTown P847 FINISHED
Object Cherry Valley, Arkansas
Cherry Valley, Arkansas is a small city located in northeastern Arkansas within Cross County, known for its rural community character.
E1333755 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: Cherry Valley, Arkansas | Statement: [Cross County, Arkansas, hasTown, Cherry Valley, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cherry Valley, Arkansas
Context triple: [Cross County, Arkansas, hasTown, Cherry Valley, Arkansas]
  • A. Redfield, Arkansas
    Redfield, Arkansas is a small city in central Arkansas located between Little Rock and Pine Bluff along the Arkansas River.
  • B. Tichnor, Arkansas
    Tichnor, Arkansas is a small unincorporated community and rural area located in Arkansas County in the southeastern part of the state.
  • C. Kensett, Arkansas
    Kensett, Arkansas is a small city located in White County in the central part of the U.S. state of Arkansas.
  • D. Wheatley, Arkansas
    Wheatley, Arkansas is a small town located in eastern Arkansas within St. Francis County.
  • E. Butlerville, Arkansas
    Butlerville, Arkansas is an unincorporated rural community located in Lonoke County in the central part of the state.
  • 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: Cherry Valley, Arkansas
Triple: [Cross County, Arkansas, hasTown, Cherry Valley, Arkansas]
Generated description
Cherry Valley, Arkansas is a small city located in northeastern Arkansas within Cross County, known for its rural community character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cherry Valley, Arkansas
Target entity description: Cherry Valley, Arkansas is a small city located in northeastern Arkansas within Cross County, known for its rural community character.
  • A. Redfield, Arkansas
    Redfield, Arkansas is a small city in central Arkansas located between Little Rock and Pine Bluff along the Arkansas River.
  • B. Tichnor, Arkansas
    Tichnor, Arkansas is a small unincorporated community and rural area located in Arkansas County in the southeastern part of the state.
  • C. Kensett, Arkansas
    Kensett, Arkansas is a small city located in White County in the central part of the U.S. state of Arkansas.
  • D. Wheatley, Arkansas
    Wheatley, Arkansas is a small town located in eastern Arkansas within St. Francis County.
  • E. Butlerville, Arkansas
    Butlerville, Arkansas is an unincorporated rural community located in Lonoke County in the central part of the state.
  • 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_69d8d38bbe7c8190bdec3138e7d413c9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e54d0048b08190a7dd407f14d95799 completed April 19, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a050387fe1c8190b29d4f4ad6ec4d6e completed May 13, 2026, 11:04 p.m.
NEDg Description generation batch_6a0504a2ee3081908fd92ea5ace4f62c completed May 13, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_6a0505048ad081908ae23163a71a3c17 completed May 13, 2026, 11:11 p.m.
Created at: April 10, 2026, 11:45 a.m.