Triple
T16010583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Assassin's Creed IV: Black Flag |
E388326
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Ashraf Ismail
Ashraf Ismail is a video game director best known for leading development on major titles in Ubisoft's Assassin's Creed series.
|
E1193682
|
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: Ashraf Ismail | Statement: [Assassin's Creed IV: Black Flag, director, Ashraf Ismail]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashraf Ismail Context triple: [Assassin's Creed IV: Black Flag, director, Ashraf Ismail]
-
A.
Hassan Moustafa
Hassan Moustafa is an Egyptian sports administrator who has led the International Handball Federation as its long-serving president and played a key role in shaping modern international handball.
-
B.
Hassan Aref
Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
-
C.
Luttif Afif
Luttif Afif was a Palestinian militant best known as one of the leaders of the 1972 Munich Olympics hostage-taking and massacre.
-
D.
Ahmed Fakhry
Ahmed Fakhry was a prominent Egyptian archaeologist and Egyptologist known for his extensive excavations and research on Old Kingdom pyramids and desert monuments.
-
E.
Mostafa Madbouly
Mostafa Madbouly is an Egyptian politician who has served as the Prime Minister of Egypt, overseeing the country's executive government.
- 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: Ashraf Ismail Triple: [Assassin's Creed IV: Black Flag, director, Ashraf Ismail]
Generated description
Ashraf Ismail is a video game director best known for leading development on major titles in Ubisoft's Assassin's Creed series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashraf Ismail Target entity description: Ashraf Ismail is a video game director best known for leading development on major titles in Ubisoft's Assassin's Creed series.
-
A.
Hassan Moustafa
Hassan Moustafa is an Egyptian sports administrator who has led the International Handball Federation as its long-serving president and played a key role in shaping modern international handball.
-
B.
Hassan Aref
Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
-
C.
Luttif Afif
Luttif Afif was a Palestinian militant best known as one of the leaders of the 1972 Munich Olympics hostage-taking and massacre.
-
D.
Ahmed Fakhry
Ahmed Fakhry was a prominent Egyptian archaeologist and Egyptologist known for his extensive excavations and research on Old Kingdom pyramids and desert monuments.
-
E.
Mostafa Madbouly
Mostafa Madbouly is an Egyptian politician who has served as the Prime Minister of Egypt, overseeing the country's executive government.
- 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1828f8c688190a6b365f9140cd2d8 |
completed | April 17, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb867ae88190945af88247d4c80b |
completed | May 10, 2026, 2:20 a.m. |
| NEDg | Description generation | batch_69ffec180994819099ceb59d7ce2d18b |
completed | May 10, 2026, 2:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffec9fc93881909b80bbfe324ebc2c |
completed | May 10, 2026, 2:25 a.m. |
Created at: April 10, 2026, 4:55 a.m.