Triple

T2962433
Position Surface form Disambiguated ID Type / Status
Subject Universal Esperanto Association E80078 entity
Predicate hasPresident P112 FINISHED
Object Duncan Charters
Duncan Charters is an educator and linguist best known for his leadership role in the international Esperanto movement.
 E313673 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: Duncan Charters | Statement: [Universal Esperanto Association, hasPresident, Duncan Charters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Duncan Charters
Context triple: [Universal Esperanto Association, hasPresident, Duncan Charters]
  • A. Allan Scott
    Allan Scott was an American screenwriter best known for his work on classic Hollywood films of the 1930s and 1940s, particularly in the musical and comedy genres.
  • B. Allan Scott
    Allan Scott is a Scottish screenwriter and producer known for his work on films such as "The Preacher's Wife" and for co-creating the Netflix series "The Queen's Gambit."
  • C. Abel Teller
    Abel Teller is the eldest son of Jackson "Jax" Teller in the television series "Sons of Anarchy," whose troubled upbringing and family legacy are central to several of the show's emotional storylines.
  • D. Andrew Taggart
    Andrew Taggart is an American DJ, producer, and songwriter best known as one half of the electronic music duo The Chainsmokers.
  • E. Mark Batson
    Mark Batson is an American record producer, songwriter, and musician known for his work across hip-hop, R&B, and pop with artists such as Dr. Dre, Eminem, and Alicia Keys.
  • 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: Duncan Charters
Triple: [Universal Esperanto Association, hasPresident, Duncan Charters]
Generated description
Duncan Charters is an educator and linguist best known for his leadership role in the international Esperanto movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Duncan Charters
Target entity description: Duncan Charters is an educator and linguist best known for his leadership role in the international Esperanto movement.
  • A. Allan Scott
    Allan Scott was an American screenwriter best known for his work on classic Hollywood films of the 1930s and 1940s, particularly in the musical and comedy genres.
  • B. Allan Scott
    Allan Scott is a Scottish screenwriter and producer known for his work on films such as "The Preacher's Wife" and for co-creating the Netflix series "The Queen's Gambit."
  • C. Abel Teller
    Abel Teller is the eldest son of Jackson "Jax" Teller in the television series "Sons of Anarchy," whose troubled upbringing and family legacy are central to several of the show's emotional storylines.
  • D. Andrew Taggart
    Andrew Taggart is an American DJ, producer, and songwriter best known as one half of the electronic music duo The Chainsmokers.
  • E. Mark Batson
    Mark Batson is an American record producer, songwriter, and musician known for his work across hip-hop, R&B, and pop with artists such as Dr. Dre, Eminem, and Alicia Keys.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9955e6488190bea170724d5fbfe8 completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc959b3c8190a0d95a3e616246f9 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd6caf508190b45a396d1402ca65 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fdcffa8081908e1c1392306ff7af completed March 11, 2026, 5:29 a.m.
Created at: March 8, 2026, 2:57 p.m.