Triple
T4791304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talal |
E106605
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
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.
|
E474081
|
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: Talal Maddah | Statement: [Talal, hasNotableBearer, Talal Maddah]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talal Maddah Context triple: [Talal, hasNotableBearer, Talal Maddah]
-
A.
Hadi Simaan
Hadi Simaan is an architect best known for designing major landmark projects in the Middle East, including Doha’s Aspire Tower.
-
B.
Moez Limayem
Moez Limayem is an academic leader and scholar who serves as the president of the University of North Florida.
-
C.
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.
-
D.
Ahmad S. Dallal
Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
-
E.
Khaled Mohieddin
Khaled Mohieddin was an Egyptian military officer, politician, and prominent leftist figure who played a key role in the 1952 revolution that overthrew the monarchy.
- 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: Talal Maddah Triple: [Talal, hasNotableBearer, Talal Maddah]
Generated description
Talal Maddah was a pioneering Saudi Arabian singer and composer widely regarded as one of the most influential figures in modern Arabic music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talal Maddah Target entity description: Talal Maddah was a pioneering Saudi Arabian singer and composer widely regarded as one of the most influential figures in modern Arabic music.
-
A.
Hadi Simaan
Hadi Simaan is an architect best known for designing major landmark projects in the Middle East, including Doha’s Aspire Tower.
-
B.
Moez Limayem
Moez Limayem is an academic leader and scholar who serves as the president of the University of North Florida.
-
C.
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.
-
D.
Ahmad S. Dallal
Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
-
E.
Khaled Mohieddin
Khaled Mohieddin was an Egyptian military officer, politician, and prominent leftist figure who played a key role in the 1952 revolution that overthrew the monarchy.
- 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_69bd43f591c881909e5a532388b0f3f3 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd65ddff388190b55071ed5cae7688 |
completed | March 20, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c9fae9c8190bc231f3f83b82303 |
completed | March 21, 2026, 8:53 a.m. |
| NEDg | Description generation | batch_69be5e92732481909385becd518db017 |
completed | March 21, 2026, 9:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5faec3ec8190bd57707ced7a157f |
completed | March 21, 2026, 9:06 a.m. |
Created at: March 20, 2026, 1:22 p.m.