Triple
T13387456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Bastard of Istanbul |
E319480
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Armanoush Tchakhmakhchian
Armanoush Tchakhmakhchian is a young Armenian-American woman who travels to Istanbul to explore her family’s past and confront the legacy of the Armenian genocide in Elif Shafak’s novel *The Bastard of Istanbul*.
|
E1037218
|
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: Armanoush Tchakhmakhchian | Statement: [The Bastard of Istanbul, featuresCharacter, Armanoush Tchakhmakhchian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Armanoush Tchakhmakhchian Context triple: [The Bastard of Istanbul, featuresCharacter, Armanoush Tchakhmakhchian]
-
A.
Anahit Sahakyan
Anahit Sahakyan is the wife of former Nagorno-Karabakh (Artsakh) President Bako Sahakyan and a public figure associated with the region’s political life.
-
B.
Jean Terrossian
Jean Terrossian is a surrealist artist and writer associated with the historic Surrealist Group in Paris.
-
C.
Arsinee Khanjian
Arsinee Khanjian is a Lebanese-Canadian actress known for her frequent collaborations with director Atom Egoyan and her acclaimed performances in independent and art-house films.
-
D.
Bella Kocharyan
Bella Kocharyan is the wife of former Armenian President Robert Kocharyan and a public figure known for her involvement in social and charitable initiatives in Armenia.
-
E.
Karén Simonyan
Karén Simonyan is a computer scientist and AI researcher best known as a co-founder of Inflection AI and for his influential work in deep learning and computer vision.
- 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: Armanoush Tchakhmakhchian Triple: [The Bastard of Istanbul, featuresCharacter, Armanoush Tchakhmakhchian]
Generated description
Armanoush Tchakhmakhchian is a young Armenian-American woman who travels to Istanbul to explore her family’s past and confront the legacy of the Armenian genocide in Elif Shafak’s novel *The Bastard of Istanbul*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Armanoush Tchakhmakhchian Target entity description: Armanoush Tchakhmakhchian is a young Armenian-American woman who travels to Istanbul to explore her family’s past and confront the legacy of the Armenian genocide in Elif Shafak’s novel *The Bastard of Istanbul*.
-
A.
Anahit Sahakyan
Anahit Sahakyan is the wife of former Nagorno-Karabakh (Artsakh) President Bako Sahakyan and a public figure associated with the region’s political life.
-
B.
Jean Terrossian
Jean Terrossian is a surrealist artist and writer associated with the historic Surrealist Group in Paris.
-
C.
Arsinee Khanjian
Arsinee Khanjian is a Lebanese-Canadian actress known for her frequent collaborations with director Atom Egoyan and her acclaimed performances in independent and art-house films.
-
D.
Bella Kocharyan
Bella Kocharyan is the wife of former Armenian President Robert Kocharyan and a public figure known for her involvement in social and charitable initiatives in Armenia.
-
E.
Karén Simonyan
Karén Simonyan is a computer scientist and AI researcher best known as a co-founder of Inflection AI and for his influential work in deep learning and computer vision.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dba0d3a40081909ba49556130ad0e7 |
completed | April 12, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7268f9a908190843481dd313f5a11 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f7272115f4819092e4fa0fd7f130b5 |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72992483c8190873ba7050ad9e6fa |
completed | May 3, 2026, 10:55 a.m. |
Created at: April 9, 2026, 9:34 p.m.