Triple
T16042896
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Salma Lakhani |
E389140
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Zaher Lakhani
Zaher Lakhani is a Canadian businessman and philanthropist known as the husband of Salma Lakhani, the Lieutenant Governor of Alberta.
|
E1197189
|
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: Zaher Lakhani | Statement: [Salma Lakhani, spouse, Zaher Lakhani]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zaher Lakhani Context triple: [Salma Lakhani, spouse, Zaher Lakhani]
-
A.
Nabil Shaath
Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
-
B.
Saad Haddad
Saad Haddad was a Lebanese militia leader and army officer who founded and commanded the Israeli-backed South Lebanon Army during the Lebanese Civil War.
-
C.
Zaki Salam
Zaki Salam is a notable individual recognized as a distinguished bearer of the surname Salam.
-
D.
Talal Maddah
Talal Maddah was a pioneering Saudi Arabian singer and composer widely regarded as one of the most influential figures in modern Arabic music.
-
E.
Mahdi Akef
Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
- 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: Zaher Lakhani Triple: [Salma Lakhani, spouse, Zaher Lakhani]
Generated description
Zaher Lakhani is a Canadian businessman and philanthropist known as the husband of Salma Lakhani, the Lieutenant Governor of Alberta.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zaher Lakhani Target entity description: Zaher Lakhani is a Canadian businessman and philanthropist known as the husband of Salma Lakhani, the Lieutenant Governor of Alberta.
-
A.
Nabil Shaath
Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
-
B.
Saad Haddad
Saad Haddad was a Lebanese militia leader and army officer who founded and commanded the Israeli-backed South Lebanon Army during the Lebanese Civil War.
-
C.
Zaki Salam
Zaki Salam is a notable individual recognized as a distinguished bearer of the surname Salam.
-
D.
Talal Maddah
Talal Maddah was a pioneering Saudi Arabian singer and composer widely regarded as one of the most influential figures in modern Arabic music.
-
E.
Mahdi Akef
Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
- 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_69d86dada3808190825d5f80d72fbe88 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1834130208190a4ed1e4292b8f2df |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff796fafc8190b6cfb2d8ea502eef |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff8ab1ad881909868dc4009ebb25a |
completed | May 10, 2026, 3:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff93cc140819087167f99efa4dead |
completed | May 10, 2026, 3:19 a.m. |
Created at: April 10, 2026, 4:56 a.m.