Triple
T23358199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margaret Kashpaw |
E593108
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Kashpaw
Kashpaw is the surname of a central Ojibwe family in Louise Erdrich’s interconnected novels set on and around a North Dakota reservation.
|
E1582242
|
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: Kashpaw | Statement: [Margaret Kashpaw, familyName, Kashpaw]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kashpaw Context triple: [Margaret Kashpaw, familyName, Kashpaw]
-
A.
Nector Kashpaw
Nector Kashpaw is a central character in Louise Erdrich’s novel "Love Medicine," a charismatic but conflicted Ojibwe man whose tangled relationships and personal struggles embody the complexities of reservation life and family history.
-
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.
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.
-
D.
Kashia
Kashia is an indigenous Pomoan language traditionally spoken by the Kashia Band of Pomo Indians in what is now coastal Sonoma County, California.
-
E.
Kevina
Kevina is a feminine given name derived from the masculine name Kevin.
- 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: Kashpaw Triple: [Margaret Kashpaw, familyName, Kashpaw]
Generated description
Kashpaw is the surname of a central Ojibwe family in Louise Erdrich’s interconnected novels set on and around a North Dakota reservation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kashpaw Target entity description: Kashpaw is the surname of a central Ojibwe family in Louise Erdrich’s interconnected novels set on and around a North Dakota reservation.
-
A.
Nector Kashpaw
Nector Kashpaw is a central character in Louise Erdrich’s novel "Love Medicine," a charismatic but conflicted Ojibwe man whose tangled relationships and personal struggles embody the complexities of reservation life and family history.
-
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.
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.
-
D.
Kashia
Kashia is an indigenous Pomoan language traditionally spoken by the Kashia Band of Pomo Indians in what is now coastal Sonoma County, California.
-
E.
Kevina
Kevina is a feminine given name derived from the masculine name Kevin.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a196b308190bfe9bb4b6e7ec363 |
completed | April 29, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dd1c02c8190bf474938083d8ae3 |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c5e7eb7b481908b3cece1823cf785 |
completed | May 19, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c5eef81e48190b62da26fb8d65223 |
completed | May 19, 2026, 1 p.m. |
Created at: April 17, 2026, 5:29 p.m.