Triple
T18204463
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BART |
E435868
|
entity |
| Predicate | paperAuthors |
P2002
|
FINISHED |
| Object |
Marjan Ghazvininejad
Marjan Ghazvininejad is a computer scientist and researcher in natural language processing, known for her work on neural text generation and contributions to models such as BART.
|
E1312431
|
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: Marjan Ghazvininejad | Statement: [BART, paperAuthors, Marjan Ghazvininejad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marjan Ghazvininejad Context triple: [BART, paperAuthors, Marjan Ghazvininejad]
-
A.
Marya Mojtahed-Zadeh
Marya Mojtahed-Zadeh is an Iranian academic and political figure best known as the wife of former Iranian foreign minister Mohammad Javad Zarif.
-
B.
Nazanin Boniadi
Nazanin Boniadi is an Iranian-British actress and human rights activist known for her roles in film and television, including prominent work in political thrillers and dramas.
-
C.
Shahrzad Fooladi
Shahrzad Fooladi is the birth name of Snoh Aalegra, a Swedish singer and songwriter known for her soulful, R&B-influenced music.
-
D.
Soraya Taheri
Soraya Taheri is a key character in Khaled Hosseini’s novel "The Kite Runner," known as Amir’s supportive and resilient wife who helps him confront his past.
-
E.
Hedieh Tehrani
Hedieh Tehrani is a prominent Iranian film actress acclaimed for her intense, nuanced performances in contemporary Iranian cinema.
- 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: Marjan Ghazvininejad Triple: [BART, paperAuthors, Marjan Ghazvininejad]
Generated description
Marjan Ghazvininejad is a computer scientist and researcher in natural language processing, known for her work on neural text generation and contributions to models such as BART.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marjan Ghazvininejad Target entity description: Marjan Ghazvininejad is a computer scientist and researcher in natural language processing, known for her work on neural text generation and contributions to models such as BART.
-
A.
Marya Mojtahed-Zadeh
Marya Mojtahed-Zadeh is an Iranian academic and political figure best known as the wife of former Iranian foreign minister Mohammad Javad Zarif.
-
B.
Nazanin Boniadi
Nazanin Boniadi is an Iranian-British actress and human rights activist known for her roles in film and television, including prominent work in political thrillers and dramas.
-
C.
Shahrzad Fooladi
Shahrzad Fooladi is the birth name of Snoh Aalegra, a Swedish singer and songwriter known for her soulful, R&B-influenced music.
-
D.
Soraya Taheri
Soraya Taheri is a key character in Khaled Hosseini’s novel "The Kite Runner," known as Amir’s supportive and resilient wife who helps him confront his past.
-
E.
Hedieh Tehrani
Hedieh Tehrani is a prominent Iranian film actress acclaimed for her intense, nuanced performances in contemporary Iranian cinema.
- 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e222831081908f7d5500424e3acb |
completed | April 19, 2026, 2:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a039f0e52108190913cc5c667619d89 |
completed | May 12, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a039fdd9c4c819083b450657d0ece43 |
completed | May 12, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03a0d6de8c8190b1f94c7de0856143 |
completed | May 12, 2026, 9:51 p.m. |
Created at: April 10, 2026, 10:32 a.m.