Triple

T14258541
Position Surface form Disambiguated ID Type / Status
Subject Heaton E353449 entity
Predicate hasVariantSpelling P457 FINISHED
Object Heton
Heton is an alternative spelling of the English surname Heaton, which is derived from various place names meaning "high town" or "farm on a hill."
E1090227 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: Heton | Statement: [Heaton, hasVariantSpelling, Heton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heton
Context triple: [Heaton, hasVariantSpelling, Heton]
  • A. Griante
    Griante is a small lakeside village on Lake Como in Lombardy, Italy, known for its scenic views and historic villas.
  • B. Cominotto
    Cominotto is a small uninhabited islet in the Maltese archipelago, located just off the larger island of Comino.
  • C. Haditch
    Haditch is a village in Ukraine best known as the burial site and pilgrimage destination associated with Rabbi Shneur Zalman of Liadi, the founder of Chabad Hasidism.
  • D. Huntziger
    Huntziger is a French surname most notably borne by General Charles Huntziger, a senior French Army officer during the World Wars.
  • E. Tschugg
    Tschugg is a small municipality in the canton of Bern, Switzerland, known for its rural setting near Lake Biel and its historic manor house that now serves as a neurological clinic.
  • 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: Heton
Triple: [Heaton, hasVariantSpelling, Heton]
Generated description
Heton is an alternative spelling of the English surname Heaton, which is derived from various place names meaning "high town" or "farm on a hill."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heton
Target entity description: Heton is an alternative spelling of the English surname Heaton, which is derived from various place names meaning "high town" or "farm on a hill."
  • A. Griante
    Griante is a small lakeside village on Lake Como in Lombardy, Italy, known for its scenic views and historic villas.
  • B. Cominotto
    Cominotto is a small uninhabited islet in the Maltese archipelago, located just off the larger island of Comino.
  • C. Haditch
    Haditch is a village in Ukraine best known as the burial site and pilgrimage destination associated with Rabbi Shneur Zalman of Liadi, the founder of Chabad Hasidism.
  • D. Huntziger
    Huntziger is a French surname most notably borne by General Charles Huntziger, a senior French Army officer during the World Wars.
  • E. Tschugg
    Tschugg is a small municipality in the canton of Bern, Switzerland, known for its rural setting near Lake Biel and its historic manor house that now serves as a neurological clinic.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6352611c819090d062fe3079cd03 completed April 14, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd325f213881909acf776ff4831c30 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd3417e8e88190b099bfe4ba30f364 completed May 8, 2026, 12:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd37df3dfc8190a594abb2c14e11bb completed May 8, 2026, 1:09 a.m.
Created at: April 10, 2026, 1:09 a.m.