Triple

T3080100
Position Surface form Disambiguated ID Type / Status
Subject Berwickshire E64234 entity
Predicate containsVillage P4011 FINISHED
Object Ayton
Ayton is a small rural village in the Scottish Borders region of southeastern Scotland.
E324592 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: Ayton | Statement: [Berwickshire, containsVillage, Ayton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayton
Context triple: [Berwickshire, containsVillage, Ayton]
  • A. Hal Bynum
    Hal Bynum was an American country music songwriter best known for penning narrative-driven hits for artists like Kenny Rogers and Johnny Cash.
  • B. Tavon Garris
    Tavon Garris is a character in the crime drama television series "The Shield," involved in the gritty, morally complex world surrounding the show's central police unit.
  • C. Jimmer Fredette
    Jimmer Fredette is an American professional basketball player known for his prolific scoring and long-range shooting, who gained fame at BYU and later became a star in the Chinese Basketball Association.
  • D. Cullen Bohannon
    Cullen Bohannon is a former Confederate soldier turned railroad foreman and antihero protagonist of the Western television series "Hell on Wheels."
  • E. Terry Shumpert
    Terry Shumpert is a former Major League Baseball infielder who played primarily in the 1990s and early 2000s for several teams, including the Kansas City Royals and Colorado Rockies.
  • 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: Ayton
Triple: [Berwickshire, containsVillage, Ayton]
Generated description
Ayton is a small rural village in the Scottish Borders region of southeastern Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayton
Target entity description: Ayton is a small rural village in the Scottish Borders region of southeastern Scotland.
  • A. Hal Bynum
    Hal Bynum was an American country music songwriter best known for penning narrative-driven hits for artists like Kenny Rogers and Johnny Cash.
  • B. Tavon Garris
    Tavon Garris is a character in the crime drama television series "The Shield," involved in the gritty, morally complex world surrounding the show's central police unit.
  • C. Jimmer Fredette
    Jimmer Fredette is an American professional basketball player known for his prolific scoring and long-range shooting, who gained fame at BYU and later became a star in the Chinese Basketball Association.
  • D. Cullen Bohannon
    Cullen Bohannon is a former Confederate soldier turned railroad foreman and antihero protagonist of the Western television series "Hell on Wheels."
  • E. Terry Shumpert
    Terry Shumpert is a former Major League Baseball infielder who played primarily in the 1990s and early 2000s for several teams, including the Kansas City Royals and Colorado Rockies.
  • 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_69ad857bb4c88190a4cf27893fcabed8 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada1a9d61081909953eb2f4ad4537e completed March 8, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f89443a4819091dafc560b45cc26 completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f93d5b208190835093f453fd33ab completed March 11, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_69b1f9ea9b908190a86e2b79a89e0283 completed March 11, 2026, 11:25 p.m.
Created at: March 8, 2026, 3:03 p.m.