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.