Triple
T7394444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Anbar campaign |
E170585
|
entity |
| Predicate | significantEvent |
P259
|
FINISHED |
| Object |
Battle of Ramadi (2006–2007)
The Battle of Ramadi (2006–2007) was a major U.S.-led and Iraqi security forces offensive against entrenched al-Qaeda insurgents in the Iraqi city of Ramadi, which became a turning point in securing Anbar Province during the Iraq War.
|
E667998
|
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: Battle of Ramadi (2006–2007) | Statement: [Al Anbar campaign, significantEvent, Battle of Ramadi (2006–2007)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Ramadi (2006–2007) Context triple: [Al Anbar campaign, significantEvent, Battle of Ramadi (2006–2007)]
-
A.
Battle of Ramadi (2004)
The Battle of Ramadi (2004) was a major and intense engagement during the Iraq War in which U.S. forces, particularly Marines, fought insurgents for control of the key city of Ramadi in Anbar Province.
-
B.
Second Battle of Fallujah
The Second Battle of Fallujah was a major 2004 U.S.-led offensive in Iraq, regarded as one of the fiercest urban combat operations for American forces since the Vietnam War.
-
C.
Battle of Baghdad (2003)
The Battle of Baghdad (2003) was the decisive U.S.-led coalition assault that resulted in the rapid fall of Iraq’s capital and the collapse of Saddam Hussein’s regime during the Iraq War.
-
D.
Battle of Najaf (2003)
The Battle of Najaf (2003) was an early and strategically important engagement during the U.S.-led invasion of Iraq, in which coalition forces fought to secure the Shiite holy city of Najaf on the way to Baghdad.
-
E.
Al Anbar campaign
The Al Anbar campaign was a major U.S.-led military effort during the Iraq War focused on counterinsurgency operations against Sunni insurgent and al-Qaeda forces in Iraq’s Anbar Province.
- 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: Battle of Ramadi (2006–2007) Triple: [Al Anbar campaign, significantEvent, Battle of Ramadi (2006–2007)]
Generated description
The Battle of Ramadi (2006–2007) was a major U.S.-led and Iraqi security forces offensive against entrenched al-Qaeda insurgents in the Iraqi city of Ramadi, which became a turning point in securing Anbar Province during the Iraq War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Ramadi (2006–2007) Target entity description: The Battle of Ramadi (2006–2007) was a major U.S.-led and Iraqi security forces offensive against entrenched al-Qaeda insurgents in the Iraqi city of Ramadi, which became a turning point in securing Anbar Province during the Iraq War.
-
A.
Battle of Ramadi (2004)
The Battle of Ramadi (2004) was a major and intense engagement during the Iraq War in which U.S. forces, particularly Marines, fought insurgents for control of the key city of Ramadi in Anbar Province.
-
B.
Second Battle of Fallujah
The Second Battle of Fallujah was a major 2004 U.S.-led offensive in Iraq, regarded as one of the fiercest urban combat operations for American forces since the Vietnam War.
-
C.
Battle of Baghdad (2003)
The Battle of Baghdad (2003) was the decisive U.S.-led coalition assault that resulted in the rapid fall of Iraq’s capital and the collapse of Saddam Hussein’s regime during the Iraq War.
-
D.
Battle of Najaf (2003)
The Battle of Najaf (2003) was an early and strategically important engagement during the U.S.-led invasion of Iraq, in which coalition forces fought to secure the Shiite holy city of Najaf on the way to Baghdad.
-
E.
Al Anbar campaign
The Al Anbar campaign was a major U.S.-led military effort during the Iraq War focused on counterinsurgency operations against Sunni insurgent and al-Qaeda forces in Iraq’s Anbar Province.
- 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_69c68a5f04188190ac266569c9280347 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2263b48819089319a2a2f0d3357 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c4dc1c08190876eb0e70f387b77 |
completed | March 28, 2026, 8:38 p.m. |
| NEDg | Description generation | batch_69c83db6b58c8190a57e52437486f593 |
completed | March 28, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83f0398288190809ba5cf3962310b |
completed | March 28, 2026, 8:50 p.m. |
Created at: March 27, 2026, 3:09 p.m.