Triple
T9176725
| 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 |
Abdul Ati al-Obeidi
Abdul Ati al-Obeidi was a Libyan politician and diplomat who served in several senior roles under Muammar Gaddafi, including prime minister and foreign minister.
|
E795296
|
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: Abdul Ati al-Obeidi | Statement: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Abdul Ati al-Obeidi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abdul Ati al-Obeidi Context triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Abdul Ati al-Obeidi]
-
A.
Abdullah Hammoud
Abdullah Hammoud is an American politician who became the first Arab American and Muslim mayor of Dearborn, Michigan, known for his progressive policies and advocacy for public health and civil rights.
-
B.
Mohammed al-Halbousi
Mohammed al-Halbousi is an Iraqi politician who has served as the speaker of Iraq’s Council of Representatives and is a prominent Sunni political figure in the country.
-
C.
Anas al-Abdah
Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
-
D.
Mohamed al-Haddad
Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
-
E.
Mohand al-Shehri
Mohand al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the suicide hijackers in the September 11, 2001 terrorist attacks in the United States.
- 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: Abdul Ati al-Obeidi Triple: [Secretary-General of the General People's Congress of Libya, officeHoldersInclude, Abdul Ati al-Obeidi]
Generated description
Abdul Ati al-Obeidi was a Libyan politician and diplomat who served in several senior roles under Muammar Gaddafi, including prime minister and foreign minister.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abdul Ati al-Obeidi Target entity description: Abdul Ati al-Obeidi was a Libyan politician and diplomat who served in several senior roles under Muammar Gaddafi, including prime minister and foreign minister.
-
A.
Abdullah Hammoud
Abdullah Hammoud is an American politician who became the first Arab American and Muslim mayor of Dearborn, Michigan, known for his progressive policies and advocacy for public health and civil rights.
-
B.
Mohammed al-Halbousi
Mohammed al-Halbousi is an Iraqi politician who has served as the speaker of Iraq’s Council of Representatives and is a prominent Sunni political figure in the country.
-
C.
Anas al-Abdah
Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
-
D.
Mohamed al-Haddad
Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
-
E.
Mohand al-Shehri
Mohand al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the suicide hijackers in the September 11, 2001 terrorist attacks in the United States.
- 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_69d0f36f72bc8190bf195a78bafcd873 |
completed | April 4, 2026, 11:18 a.m. |
| NEDg | Description generation | batch_69d0f74ebcf881909bc72e94094f6764 |
completed | April 4, 2026, 11:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f7b6045c819086fbf07846bedfa2 |
completed | April 4, 2026, 11:36 a.m. |
Created at: March 30, 2026, 7:23 p.m.