Triple

T6362124
Position Surface form Disambiguated ID Type / Status
Subject Tracks E143134 entity
Predicate character P662 FINISHED
Object Margaret Kashpaw
Margaret Kashpaw is a central Ojibwe woman in Louise Erdrich’s novel "Tracks," known for her resilience, sharp wit, and complex role within the tribal community on the North Dakota reservation.
 E593108 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: Margaret Kashpaw | Statement: [Tracks, character, Margaret Kashpaw]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Margaret Kashpaw
Context triple: [Tracks, character, Margaret Kashpaw]
  • A. Marie Kashpaw
    Marie Kashpaw is a central, strong-willed Ojibwe woman in Louise Erdrich’s novel "Love Medicine," known for her complex family ties, spiritual struggles, and sharp, resilient voice.
  • B. June Kashpaw
    June Kashpaw is a central, enigmatic Ojibwe woman in Louise Erdrich’s novel "Love Medicine," whose life and death profoundly shape the intertwined stories of the Kashpaw and Lamartine families.
  • C. Suzanne "Crazy Eyes" Warren
    Suzanne "Crazy Eyes" Warren is a sensitive, mentally ill inmate in the television series "Orange Is the New Black," known for her intense emotions, eccentric behavior, and complex personal journey.
  • D. Sarah Manning
    Sarah Manning is the streetwise, resourceful con artist and central protagonist of the sci-fi thriller series "Orphan Black," who discovers she is one of many clones.
  • E. Mattie Della Shaw
    Mattie Della Shaw was the mother of the American musician Prince, who played a significant role in his early life and musical upbringing.
  • 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: Margaret Kashpaw
Triple: [Tracks, character, Margaret Kashpaw]
Generated description
Margaret Kashpaw is a central Ojibwe woman in Louise Erdrich’s novel "Tracks," known for her resilience, sharp wit, and complex role within the tribal community on the North Dakota reservation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Margaret Kashpaw
Target entity description: Margaret Kashpaw is a central Ojibwe woman in Louise Erdrich’s novel "Tracks," known for her resilience, sharp wit, and complex role within the tribal community on the North Dakota reservation.
  • A. Marie Kashpaw
    Marie Kashpaw is a central, strong-willed Ojibwe woman in Louise Erdrich’s novel "Love Medicine," known for her complex family ties, spiritual struggles, and sharp, resilient voice.
  • B. June Kashpaw
    June Kashpaw is a central, enigmatic Ojibwe woman in Louise Erdrich’s novel "Love Medicine," whose life and death profoundly shape the intertwined stories of the Kashpaw and Lamartine families.
  • C. Suzanne "Crazy Eyes" Warren
    Suzanne "Crazy Eyes" Warren is a sensitive, mentally ill inmate in the television series "Orange Is the New Black," known for her intense emotions, eccentric behavior, and complex personal journey.
  • D. Sarah Manning
    Sarah Manning is the streetwise, resourceful con artist and central protagonist of the sci-fi thriller series "Orphan Black," who discovers she is one of many clones.
  • E. Mattie Della Shaw
    Mattie Della Shaw was the mother of the American musician Prince, who played a significant role in his early life and musical upbringing.
  • 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_69c008d7a9c4819098d647ec47776917 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0680c02b481908618317566e31a5c completed March 22, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640b2915481909f3251f9c34e8db2 completed March 27, 2026, 8:32 a.m.
NEDg Description generation batch_69c6449ad6648190ad8c4f6269b10e3e completed March 27, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69c644f623288190b78d057ca85cc3c5 completed March 27, 2026, 8:51 a.m.
Created at: March 22, 2026, 4:32 p.m.