Triple
T20409887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toukan family |
E500560
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Khaled Toukan
Khaled Toukan is a prominent Jordanian nuclear physicist and politician who has served in key ministerial and scientific leadership roles in Jordan.
|
E1435533
|
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: Khaled Toukan | Statement: [Toukan family, hasNotableMember, Khaled Toukan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khaled Toukan Context triple: [Toukan family, hasNotableMember, Khaled Toukan]
-
A.
Ismail Toukan
Ismail Toukan is a notable member of the prominent Toukan family, recognized for his significance within this influential lineage.
-
B.
Reda Kateb
Reda Kateb is a French actor known for his intense, nuanced performances in both French and international films, including acclaimed roles in works like "A Prophet" and "Zero Dark Thirty."
-
C.
Taher Toukan
Taher Toukan was a prominent Jordanian politician and statesman from the influential Toukan family.
-
D.
Fathi Shaqaqi
Fathi Shaqaqi was a Palestinian physician and militant leader best known as the co-founder and longtime head of the Islamic Jihad Movement in Palestine.
-
E.
Shukri Ghanem
Shukri Ghanem was a Libyan politician, economist, and former prime minister who played a prominent technocratic role in Muammar Gaddafi’s government before later defecting.
- 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: Khaled Toukan Triple: [Toukan family, hasNotableMember, Khaled Toukan]
Generated description
Khaled Toukan is a prominent Jordanian nuclear physicist and politician who has served in key ministerial and scientific leadership roles in Jordan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khaled Toukan Target entity description: Khaled Toukan is a prominent Jordanian nuclear physicist and politician who has served in key ministerial and scientific leadership roles in Jordan.
-
A.
Ismail Toukan
Ismail Toukan is a notable member of the prominent Toukan family, recognized for his significance within this influential lineage.
-
B.
Reda Kateb
Reda Kateb is a French actor known for his intense, nuanced performances in both French and international films, including acclaimed roles in works like "A Prophet" and "Zero Dark Thirty."
-
C.
Taher Toukan
Taher Toukan was a prominent Jordanian politician and statesman from the influential Toukan family.
-
D.
Fathi Shaqaqi
Fathi Shaqaqi was a Palestinian physician and militant leader best known as the co-founder and longtime head of the Islamic Jihad Movement in Palestine.
-
E.
Shukri Ghanem
Shukri Ghanem was a Libyan politician, economist, and former prime minister who played a prominent technocratic role in Muammar Gaddafi’s government before later defecting.
- 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_69e0b4a935588190b9446a99b37ced44 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e67a3e0c1c8190be39d7f09c839dfa |
completed | April 20, 2026, 7:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a089d279cb08190a3bb2b8e72cc066d |
completed | May 16, 2026, 4:36 p.m. |
| NEDg | Description generation | batch_6a089db22fcc819094d595a3ce4e19a6 |
completed | May 16, 2026, 4:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a089e4c21d88190a6c1ddf8e0879cb1 |
completed | May 16, 2026, 4:41 p.m. |
Created at: April 16, 2026, 11:29 a.m.