Triple

T7129038
Position Surface form Disambiguated ID Type / Status
Subject Lamaholot language E166137 entity
Predicate hasResearcher P28320 FINISHED
Object Klamer, Marian
Marian Klamer is a linguist known for her extensive research on Austronesian and Papuan languages of eastern Indonesia, including the Lamaholot language.
E644327 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: Klamer, Marian | Statement: [Lamaholot language, hasResearcher, Klamer, Marian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klamer, Marian
Context triple: [Lamaholot language, hasResearcher, Klamer, Marian]
  • A. Mary van der Linden
    Mary van der Linden is the emotionally conflicted central figure of Sebastian Faulks's novel "On Green Dolphin Street," whose life and marriage are upended by an intense love affair in Cold War-era Washington, D.C.
  • B. Hella S. Haasse
    Hella S. Haasse was a prominent Dutch novelist and essayist, often called the “Grand Old Lady” of Dutch literature, known for her historical novels and influential role in 20th-century Dutch letters.
  • C. Judith Adriaensdr. van Leeuwen
    Judith Adriaensdr. van Leeuwen was a 17th-century Dutch woman best known as the mother of the renowned marine painter Willem van de Velde the Younger.
  • D. Lumey van der Marck
    Lumey van der Marck was a 16th-century Dutch nobleman and rebel commander who played a key role in the early stages of the Dutch Revolt against Spanish rule.
  • E. Marianne Schuurmans-Wijdeven
    Marianne Schuurmans-Wijdeven is a Dutch politician who serves as the mayor of the municipality of Haarlemmermeer in the Netherlands.
  • 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: Klamer, Marian
Triple: [Lamaholot language, hasResearcher, Klamer, Marian]
Generated description
Marian Klamer is a linguist known for her extensive research on Austronesian and Papuan languages of eastern Indonesia, including the Lamaholot language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klamer, Marian
Target entity description: Marian Klamer is a linguist known for her extensive research on Austronesian and Papuan languages of eastern Indonesia, including the Lamaholot language.
  • A. Mary van der Linden
    Mary van der Linden is the emotionally conflicted central figure of Sebastian Faulks's novel "On Green Dolphin Street," whose life and marriage are upended by an intense love affair in Cold War-era Washington, D.C.
  • B. Hella S. Haasse
    Hella S. Haasse was a prominent Dutch novelist and essayist, often called the “Grand Old Lady” of Dutch literature, known for her historical novels and influential role in 20th-century Dutch letters.
  • C. Judith Adriaensdr. van Leeuwen
    Judith Adriaensdr. van Leeuwen was a 17th-century Dutch woman best known as the mother of the renowned marine painter Willem van de Velde the Younger.
  • D. Lumey van der Marck
    Lumey van der Marck was a 16th-century Dutch nobleman and rebel commander who played a key role in the early stages of the Dutch Revolt against Spanish rule.
  • E. Marianne Schuurmans-Wijdeven
    Marianne Schuurmans-Wijdeven is a Dutch politician who serves as the mayor of the municipality of Haarlemmermeer in the Netherlands.
  • 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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e66c87848190b0ffd08e3c3f4877 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a33bf244819096db1351ebf62413 completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a45ce628819085343c30f2886a95 completed March 28, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7a60ac4348190a623522f2d8199e9 completed March 28, 2026, 9:57 a.m.
Created at: March 27, 2026, 2:44 p.m.