Triple
T2404684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Assata Shakur |
E50247
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Louis Chesimard
Louis Chesimard is known primarily as the spouse of Assata Shakur, the former Black Liberation Army member and political activist.
|
E262948
|
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: Louis Chesimard | Statement: [Assata Shakur, spouse, Louis Chesimard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Chesimard Context triple: [Assata Shakur, spouse, Louis Chesimard]
-
A.
Jean-Baptiste Le Blond
Jean-Baptiste Le Blond was a French architect and landscape designer of the early 18th century, known for bringing French formal garden and architectural styles to Russia under Peter the Great.
-
B.
Gabriel Astruc
Gabriel Astruc was a French impresario and publisher best known for organizing major musical and theatrical events in early 20th-century Paris, including collaborations with leading composers and artists of his time.
-
C.
Jean-Baptiste Perronneau
Jean-Baptiste Perronneau was an 18th-century French painter renowned for his refined pastel portraits and subtle psychological characterizations of his sitters.
-
D.
Ferdinand de Marsin
Ferdinand de Marsin was a French general and marshal of France who served prominently during the War of the Spanish Succession.
-
E.
Charles Filiger
Charles Filiger was a French Post-Impressionist painter associated with the Pont-Aven School, known for his symbolist, cloisonnist landscapes and religious works.
- 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: Louis Chesimard Triple: [Assata Shakur, spouse, Louis Chesimard]
Generated description
Louis Chesimard is known primarily as the spouse of Assata Shakur, the former Black Liberation Army member and political activist.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Chesimard Target entity description: Louis Chesimard is known primarily as the spouse of Assata Shakur, the former Black Liberation Army member and political activist.
-
A.
Jean-Baptiste Le Blond
Jean-Baptiste Le Blond was a French architect and landscape designer of the early 18th century, known for bringing French formal garden and architectural styles to Russia under Peter the Great.
-
B.
Gabriel Astruc
Gabriel Astruc was a French impresario and publisher best known for organizing major musical and theatrical events in early 20th-century Paris, including collaborations with leading composers and artists of his time.
-
C.
Jean-Baptiste Perronneau
Jean-Baptiste Perronneau was an 18th-century French painter renowned for his refined pastel portraits and subtle psychological characterizations of his sitters.
-
D.
Ferdinand de Marsin
Ferdinand de Marsin was a French general and marshal of France who served prominently during the War of the Spanish Succession.
-
E.
Charles Filiger
Charles Filiger was a French Post-Impressionist painter associated with the Pont-Aven School, known for his symbolist, cloisonnist landscapes and religious works.
- 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_69a88b0339a88190a1207333cd271cc9 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc8fa151081909bc6be528b29b315 |
completed | March 7, 2026, 6:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3e740c88190872aa1a7834d73b0 |
completed | March 9, 2026, 11:49 a.m. |
| NEDg | Description generation | batch_69aeb4b942b08190addc2885fbda0e41 |
completed | March 9, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeb557247c8190920ce3a5db388800 |
completed | March 9, 2026, 11:56 a.m. |
Created at: March 4, 2026, 7:58 p.m.