Triple

T9698810
Position Surface form Disambiguated ID Type / Status
Subject Alor–Pantar languages E234719 entity
Predicate notableResearcher P22 FINISHED
Object Marian Klamer
Marian Klamer is a linguist known for her extensive work on the documentation, description, and historical analysis of Papuan and Austronesian languages, particularly those of eastern Indonesia.
E815009 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: Marian Klamer | Statement: [Alor–Pantar languages, notableResearcher, Marian Klamer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marian Klamer
Context triple: [Alor–Pantar languages, notableResearcher, Marian Klamer]
  • A. Gert Mariacher
    Gert Mariacher is an Italian mountaineer renowned for his pioneering ascents in the Karakoram and other major mountain ranges.
  • B. Marya Mannes
    Marya Mannes was an American writer, critic, and social commentator known for her sharp wit and incisive observations on mid-20th-century culture and politics.
  • C. Ingrid Pastorius
    Ingrid Pastorius is the former wife of legendary jazz bassist Jaco Pastorius and the mother of several of his children, known for preserving and promoting his musical legacy.
  • D. Barbara Rae Kraus
    Barbara Rae Kraus was the wife of American actor and director Jackie Cooper.
  • E. Erik Friedlander
    Erik Friedlander is an American cellist and composer known for his innovative work in avant-garde jazz, contemporary classical music, and genre-blending collaborations.
  • 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: Marian Klamer
Triple: [Alor–Pantar languages, notableResearcher, Marian Klamer]
Generated description
Marian Klamer is a linguist known for her extensive work on the documentation, description, and historical analysis of Papuan and Austronesian languages, particularly those of eastern Indonesia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marian Klamer
Target entity description: Marian Klamer is a linguist known for her extensive work on the documentation, description, and historical analysis of Papuan and Austronesian languages, particularly those of eastern Indonesia.
  • A. Gert Mariacher
    Gert Mariacher is an Italian mountaineer renowned for his pioneering ascents in the Karakoram and other major mountain ranges.
  • B. Marya Mannes
    Marya Mannes was an American writer, critic, and social commentator known for her sharp wit and incisive observations on mid-20th-century culture and politics.
  • C. Ingrid Pastorius
    Ingrid Pastorius is the former wife of legendary jazz bassist Jaco Pastorius and the mother of several of his children, known for preserving and promoting his musical legacy.
  • D. Barbara Rae Kraus
    Barbara Rae Kraus was the wife of American actor and director Jackie Cooper.
  • E. Erik Friedlander
    Erik Friedlander is an American cellist and composer known for his innovative work in avant-garde jazz, contemporary classical music, and genre-blending collaborations.
  • 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_69ca84cb580c8190a7e5f4b3bcdaf2a4 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d3d425c8190b652d84186b5ce9f completed April 1, 2026, 10:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1912a551c8190bd6b48790f117f71 completed April 4, 2026, 10:31 p.m.
NEDg Description generation batch_69d193d8dd7c819094ca47105c3135e6 completed April 4, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d1943d67988190aac089266d2d4abc completed April 4, 2026, 10:44 p.m.
Created at: March 30, 2026, 8:18 p.m.