Triple
T12435508
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iraqi Interim Government |
E297132
|
entity |
| Predicate | hadPlanningMinister |
P7820
|
FINISHED |
| Object |
Mahdi al-Hafez
Mahdi al-Hafez was an Iraqi politician and economist who played a key role in post-2003 reconstruction efforts, notably serving in the interim government after the fall of Saddam Hussein.
|
E990337
|
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: Mahdi al-Hafez | Statement: [Iraqi Interim Government, hadPlanningMinister, Mahdi al-Hafez]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mahdi al-Hafez Context triple: [Iraqi Interim Government, hadPlanningMinister, Mahdi al-Hafez]
-
A.
Mahdi Akef
Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
-
B.
Yahya Muhammad Hamid ed-Din
Yahya Muhammad Hamid ed-Din was a Zaydi imam and monarch who ruled northern Yemen in the early 20th century, overseeing its transition from Ottoman control to an independent kingdom.
-
C.
Ahmad al-Badawi
Ahmad al-Badawi was a 13th-century Moroccan-born Sufi saint and founder of the Badawiyya order, venerated especially in Tanta, Egypt.
-
D.
Ahmad al-Khatib
Ahmad al-Khatib was a Syrian politician who briefly served as interim President of Syria following the 1970 Corrective Movement before being succeeded by Hafez al-Assad.
-
E.
Salah Jadid
Salah Jadid was a Syrian military officer and Ba'athist politician who effectively ruled Syria from 1966 to 1970 as the leader of its radical left-wing faction before being overthrown by Hafez al-Assad.
- 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: Mahdi al-Hafez Triple: [Iraqi Interim Government, hadPlanningMinister, Mahdi al-Hafez]
Generated description
Mahdi al-Hafez was an Iraqi politician and economist who played a key role in post-2003 reconstruction efforts, notably serving in the interim government after the fall of Saddam Hussein.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mahdi al-Hafez Target entity description: Mahdi al-Hafez was an Iraqi politician and economist who played a key role in post-2003 reconstruction efforts, notably serving in the interim government after the fall of Saddam Hussein.
-
A.
Mahdi Akef
Mahdi Akef was an Egyptian Islamist politician who served as the Supreme Guide of the Muslim Brotherhood during the mid-2000s, overseeing the movement through a period of rising political influence and state repression.
-
B.
Yahya Muhammad Hamid ed-Din
Yahya Muhammad Hamid ed-Din was a Zaydi imam and monarch who ruled northern Yemen in the early 20th century, overseeing its transition from Ottoman control to an independent kingdom.
-
C.
Ahmad al-Badawi
Ahmad al-Badawi was a 13th-century Moroccan-born Sufi saint and founder of the Badawiyya order, venerated especially in Tanta, Egypt.
-
D.
Ahmad al-Khatib
Ahmad al-Khatib was a Syrian politician who briefly served as interim President of Syria following the 1970 Corrective Movement before being succeeded by Hafez al-Assad.
-
E.
Salah Jadid
Salah Jadid was a Syrian military officer and Ba'athist politician who effectively ruled Syria from 1966 to 1970 as the leader of its radical left-wing faction before being overthrown by Hafez al-Assad.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hadPlanningMinister Context triple: [Iraqi Interim Government, hadPlanningMinister, Mahdi al-Hafez]
-
A.
hasMinister
chosen
Indicates that one entity serves as the minister (political, religious, or administrative official) responsible for or associated with another entity.
-
B.
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.
-
C.
hadPlannedHeadOfState
Indicates that an entity was intended or designated to serve as the head of state, according to a prior plan or arrangement.
-
D.
firstMinister
Indicates that one entity serves as the first minister (head of government or chief minister) of another entity, such as a country, region, or jurisdiction.
-
E.
hadPrincipalLeader
Indicates that an entity was led or headed by a primary or chief leader.
- 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_69f6556686448190ad408b826ebc01c0 |
completed | May 2, 2026, 7:49 p.m. |
| NEDg | Description generation | batch_69f656d02afc81909712182034bec255 |
completed | May 2, 2026, 7:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f657ea0c6c8190992a0101904e92f2 |
completed | May 2, 2026, 8 p.m. |
| PD | Predicate disambiguation | batch_69d94d391c548190996a8c698357f273 |
completed | April 10, 2026, 7:19 p.m. |
Created at: April 8, 2026, 9:55 p.m.