Triple
T19328921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tammam Salam |
E483433
|
entity |
| Predicate | mother |
P120
|
FINISHED |
| Object |
Tamima Mardam Bey
Tamima Mardam Bey was a Lebanese woman known primarily as the mother of former Lebanese Prime Minister Tammam Salam and a member of a prominent political family.
|
E1371169
|
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: Tamima Mardam Bey | Statement: [Tammam Salam, mother, Tamima Mardam Bey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamima Mardam Bey Context triple: [Tammam Salam, mother, Tamima Mardam Bey]
-
A.
Sajida Talfah
Sajida Talfah was the first wife and cousin of former Iraqi president Saddam Hussein and the mother of several of his children.
-
B.
Mariam Bachir
Mariam Bachir is a Spanish actress best known for her role in Pedro Almodóvar’s film "Julieta."
-
C.
Faleeha Khalil
Faleeha Khalil is known as the wife of Nouri al-Maliki, the former Prime Minister of Iraq.
-
D.
Khalida
Khalida is a feminine given name commonly used in Arabic-speaking and Muslim-majority cultures, meaning "eternal" or "immortal."
-
E.
Ferial bint Talal
Ferial bint Talal is a Jordanian princess and member of the Hashemite royal family, known primarily as the daughter of King Talal of Jordan.
- 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: Tamima Mardam Bey Triple: [Tammam Salam, mother, Tamima Mardam Bey]
Generated description
Tamima Mardam Bey was a Lebanese woman known primarily as the mother of former Lebanese Prime Minister Tammam Salam and a member of a prominent political family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamima Mardam Bey Target entity description: Tamima Mardam Bey was a Lebanese woman known primarily as the mother of former Lebanese Prime Minister Tammam Salam and a member of a prominent political family.
-
A.
Sajida Talfah
Sajida Talfah was the first wife and cousin of former Iraqi president Saddam Hussein and the mother of several of his children.
-
B.
Mariam Bachir
Mariam Bachir is a Spanish actress best known for her role in Pedro Almodóvar’s film "Julieta."
-
C.
Faleeha Khalil
Faleeha Khalil is known as the wife of Nouri al-Maliki, the former Prime Minister of Iraq.
-
D.
Khalida
Khalida is a feminine given name commonly used in Arabic-speaking and Muslim-majority cultures, meaning "eternal" or "immortal."
-
E.
Ferial bint Talal
Ferial bint Talal is a Jordanian princess and member of the Hashemite royal family, known primarily as the daughter of King Talal of Jordan.
- 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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e6163ffddc81909e9cb13e780f1f18 |
completed | April 20, 2026, 12:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a071bdeadc08190b44953632fea403e |
completed | May 15, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_6a071c8a9dec8190a4fbb88736b73912 |
completed | May 15, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a071e0e00208190a6e05266d5bc47e2 |
completed | May 15, 2026, 1:22 p.m. |
Created at: April 10, 2026, 1:33 p.m.