Triple
T7421976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Triple Five Group |
E171270
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object |
Bahman Ghermezian
Bahman Ghermezian is a Canadian real estate developer and member of the Ghermezian family known for developing and operating massive shopping and entertainment complexes such as West Edmonton Mall and American Dream.
|
E664340
|
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: Bahman Ghermezian | Statement: [Triple Five Group, hasKeyPerson, Bahman Ghermezian]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bahman Ghermezian Context triple: [Triple Five Group, hasKeyPerson, Bahman Ghermezian]
-
A.
Nader Ghermezian
Nader Ghermezian is a Canadian businessman and real estate developer best known as a leading member of the family behind the Triple Five Group, the company that developed massive shopping and entertainment complexes like West Edmonton Mall and Mall of America.
-
B.
Andranik Eskandarian
Andranik Eskandarian is a former Iranian-Armenian footballer best known as a defender for the Iran national team and the New York Cosmos in the North American Soccer League.
-
C.
Bijan Davari
Bijan Davari is an Iranian-American electrical engineer and IBM researcher known for his pioneering contributions to high-performance CMOS technology and microprocessor design.
-
D.
Zareh Nalbandian
Zareh Nalbandian is an Australian film producer and co-founder of the visual effects and animation studio Animal Logic, known for work on major feature films.
-
E.
Mehdi Hatamian
Mehdi Hatamian is an electrical engineer and technologist recognized for his influential contributions to high-speed integrated circuits and signal processing, for which he has received major industry honors.
- 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: Bahman Ghermezian Triple: [Triple Five Group, hasKeyPerson, Bahman Ghermezian]
Generated description
Bahman Ghermezian is a Canadian real estate developer and member of the Ghermezian family known for developing and operating massive shopping and entertainment complexes such as West Edmonton Mall and American Dream.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bahman Ghermezian Target entity description: Bahman Ghermezian is a Canadian real estate developer and member of the Ghermezian family known for developing and operating massive shopping and entertainment complexes such as West Edmonton Mall and American Dream.
-
A.
Nader Ghermezian
chosen
Nader Ghermezian is a Canadian businessman and real estate developer best known as a leading member of the family behind the Triple Five Group, the company that developed massive shopping and entertainment complexes like West Edmonton Mall and Mall of America.
-
B.
Andranik Eskandarian
Andranik Eskandarian is a former Iranian-Armenian footballer best known as a defender for the Iran national team and the New York Cosmos in the North American Soccer League.
-
C.
Bijan Davari
Bijan Davari is an Iranian-American electrical engineer and IBM researcher known for his pioneering contributions to high-performance CMOS technology and microprocessor design.
-
D.
Zareh Nalbandian
Zareh Nalbandian is an Australian film producer and co-founder of the visual effects and animation studio Animal Logic, known for work on major feature films.
-
E.
Mehdi Hatamian
Mehdi Hatamian is an electrical engineer and technologist recognized for his influential contributions to high-speed integrated circuits and signal processing, for which he has received major industry honors.
- F. None of above.
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_69c68a625d048190af70eb8b63bec5a0 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2ed29ec8190804564185fe20797 |
completed | March 27, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c845ecfe988190a981924f5ef49c83 |
completed | March 28, 2026, 9:19 p.m. |
| NEDg | Description generation | batch_69c846d0b1348190bc2bf23e75c535a9 |
completed | March 28, 2026, 9:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c84748b8988190b4f85c253ea9e403 |
completed | March 28, 2026, 9:25 p.m. |
Created at: March 27, 2026, 3:11 p.m.