Triple
T12718830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taha Yassin Ramadan |
E303918
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Iraqi security apparatus |
E981660
|
NE FINISHED |
How this triple was built (2 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: Iraqi security apparatus | Statement: [Taha Yassin Ramadan, associatedWith, Iraqi security apparatus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iraqi security apparatus Context triple: [Taha Yassin Ramadan, associatedWith, Iraqi security apparatus]
-
A.
Iraqi security apparatus under Saddam Hussein
chosen
The Iraqi security apparatus under Saddam Hussein was a vast, repressive network of intelligence, military, and police organizations used to maintain his authoritarian rule through surveillance, coercion, and violent suppression of opposition.
-
B.
Iraqi intelligence community
The Iraqi intelligence community is the network of state security and intelligence agencies responsible for gathering, analyzing, and acting on domestic and foreign intelligence for Iraq’s government.
-
C.
Iraqi Police
The Iraqi Police is the national civilian law enforcement agency of Iraq responsible for maintaining internal security, public order, and crime prevention across the country.
-
D.
Iraqi Intelligence Service
The Iraqi Intelligence Service was the main intelligence and secret police agency of Saddam Hussein’s regime, responsible for internal repression, surveillance, and foreign espionage in Iraq.
-
E.
Iraqi Shia militias
Iraqi Shia militias are predominantly Iran-aligned armed groups in Iraq that have played major roles in the country’s post-2003 conflicts, including fighting insurgent and extremist organizations and exerting significant political and military influence.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdf084148190ab9d513dc0735af4 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9625d9da48190ab377f9328a0e1f5 |
completed | April 10, 2026, 8:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f67c8250108190bb7b3c93e590ea47 |
completed | May 2, 2026, 10:36 p.m. |
Created at: April 9, 2026, 5:24 p.m.