Triple
T9176727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary-General of the General People's Congress of Libya |
E220218
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Imbarek Shamekh
Imbarek Shamekh is a Libyan politician who has held senior leadership roles in the country’s political system, including top positions within the ruling party structure.
|
E782303
|
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: Imbarek Shamekh | Statement: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Imbarek Shamekh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Imbarek Shamekh Context triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Imbarek Shamekh]
-
A.
Saman Kamal
Saman Kamal is an architect best known for designing Baghdad’s iconic Al-Shaheed (Martyr’s) Monument, a major symbol of modern Iraqi architecture.
-
B.
Aml Ameen
Aml Ameen is a British actor known for roles in films like "Kidulthood" and "The Maze Runner" as well as television series such as "Sense8."
-
C.
Sahib Jamal
Sahib Jamal was a Mughal noblewoman and consort of Emperor Jahangir, noted as the mother of Prince Parviz Mirza.
-
D.
Salman Amin Khan
Salman Amin Khan is an American educator and entrepreneur best known as the founder of Khan Academy, a nonprofit organization providing free online educational resources worldwide.
-
E.
Shahid Amin
Shahid Amin is an Indian historian known for his influential contributions to the Subaltern Studies collective, particularly his work on peasant consciousness, memory, and the writing of history from below.
- 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: Imbarek Shamekh Triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Imbarek Shamekh]
Generated description
Imbarek Shamekh is a Libyan politician who has held senior leadership roles in the country’s political system, including top positions within the ruling party structure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Imbarek Shamekh Target entity description: Imbarek Shamekh is a Libyan politician who has held senior leadership roles in the country’s political system, including top positions within the ruling party structure.
-
A.
Saman Kamal
Saman Kamal is an architect best known for designing Baghdad’s iconic Al-Shaheed (Martyr’s) Monument, a major symbol of modern Iraqi architecture.
-
B.
Aml Ameen
Aml Ameen is a British actor known for roles in films like "Kidulthood" and "The Maze Runner" as well as television series such as "Sense8."
-
C.
Sahib Jamal
Sahib Jamal was a Mughal noblewoman and consort of Emperor Jahangir, noted as the mother of Prince Parviz Mirza.
-
D.
Salman Amin Khan
Salman Amin Khan is an American educator and entrepreneur best known as the founder of Khan Academy, a nonprofit organization providing free online educational resources worldwide.
-
E.
Shahid Amin
Shahid Amin is an Indian historian known for his influential contributions to the Subaltern Studies collective, particularly his work on peasant consciousness, memory, and the writing of history from below.
- 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_69ca83e589948190ac9907819db11ddf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccbfa60c3c8190b6335b9067de5b72 |
completed | April 1, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d054a87f3881908bda69238d2b97ab |
completed | April 4, 2026, midnight |
| NEDg | Description generation | batch_69d0568634848190b5a2db2f7d3759f8 |
completed | April 4, 2026, 12:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05717b6588190a92ded4f745d133a |
completed | April 4, 2026, 12:11 a.m. |
Created at: March 30, 2026, 7:23 p.m.