Triple
T12435507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iraqi Interim Government |
E297132
|
entity |
| Predicate | hadOilMinister |
P63148
|
FINISHED |
| Object |
Thamir Ghadhban
Thamir Ghadhban is an Iraqi politician and technocrat who has served in senior government roles, including as a key figure in managing Iraq’s oil sector.
|
E981655
|
NE FINISHED |
How this triple was built (5 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: Thamir Ghadhban | Statement: [Iraqi Interim Government, hadOilMinister, Thamir Ghadhban]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thamir Ghadhban Context triple: [Iraqi Interim Government, hadOilMinister, Thamir Ghadhban]
-
A.
Nayef Hawatmeh
Nayef Hawatmeh is a Palestinian political leader and Marxist revolutionary best known as the longtime head of the Democratic Front for the Liberation of Palestine (DFLP).
-
B.
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.
-
C.
Iyad Alsaka
Iyad Alsaka is a senior executive at the global architecture and engineering firm OMA, known for leading major international urban and architectural projects.
-
D.
Waleed al-Shehri
Waleed al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the hijackers in the September 11, 2001 terrorist attacks in the United States.
-
E.
Abdullah Ensour
Abdullah Ensour is a Jordanian economist and politician who served as the country's prime minister in the 2010s.
- 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: Thamir Ghadhban Triple: [Iraqi Interim Government, hadOilMinister, Thamir Ghadhban]
Generated description
Thamir Ghadhban is an Iraqi politician and technocrat who has served in senior government roles, including as a key figure in managing Iraq’s oil sector.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thamir Ghadhban Target entity description: Thamir Ghadhban is an Iraqi politician and technocrat who has served in senior government roles, including as a key figure in managing Iraq’s oil sector.
-
A.
Nayef Hawatmeh
Nayef Hawatmeh is a Palestinian political leader and Marxist revolutionary best known as the longtime head of the Democratic Front for the Liberation of Palestine (DFLP).
-
B.
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.
-
C.
Iyad Alsaka
Iyad Alsaka is a senior executive at the global architecture and engineering firm OMA, known for leading major international urban and architectural projects.
-
D.
Waleed al-Shehri
Waleed al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the hijackers in the September 11, 2001 terrorist attacks in the United States.
-
E.
Abdullah Ensour
Abdullah Ensour is a Jordanian economist and politician who served as the country's prime minister in the 2010s.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hadOilMinister Context triple: [Iraqi Interim Government, hadOilMinister, Thamir Ghadhban]
-
A.
hasMinister
Indicates that one entity serves as the minister (political, religious, or administrative official) responsible for or associated with another entity.
-
B.
hadMinisterialPost
chosen
Indicates that an entity has held or occupied a ministerial government position or office.
-
C.
hadPrincipalLeader
Indicates that an entity was led or headed by a primary or chief leader.
-
D.
servedAsForeignMinisterUntil
Indicates that an entity held the position of foreign minister up to a specified end date or point in time.
-
E.
hadParliamentaryPrimeMinister
Indicates that a country or political entity was governed by a specific individual serving in the role of parliamentary prime minister during a given period.
- F. None of above.
Provenance (6 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94df948308190ace333230a4a3b38 |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6349f0f34819080e7d7f83f7baece |
completed | May 2, 2026, 5:30 p.m. |
| NEDg | Description generation | batch_69f6359a52b4819096c3f520a5714b0a |
completed | May 2, 2026, 5:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f63697d5b8819094728df472eb1914 |
completed | May 2, 2026, 5:38 p.m. |
| PD | Predicate disambiguation | batch_69d94d391c548190996a8c698357f273 |
completed | April 10, 2026, 7:19 p.m. |
Created at: April 8, 2026, 9:55 p.m.