Triple
T1172895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Baghdad (2003) |
E24953
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
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.
|
E133149
|
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 Najaf (2003) | Statement: [Battle of Baghdad (2003), precededBy, Battle of Najaf (2003)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Najaf (2003) Context triple: [Battle of Baghdad (2003), precededBy, Battle of Najaf (2003)]
-
A.
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.
-
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.
First Battle of Fallujah
The First Battle of Fallujah was a major 2004 U.S.-led offensive against insurgents in the Iraqi city of Fallujah that became a symbol of the intense urban combat and political controversy of the Iraq War.
-
D.
Battle of Raqqa
The Battle of Raqqa was a major military campaign in 2017 in which the Syrian Democratic Forces, backed by a U.S.-led coalition, captured the city of Raqqa from the Islamic State, effectively ending ISIS’s de facto capital in Syria.
-
E.
Battle of Kobani
The Battle of Kobani was a major 2014–2015 urban confrontation in northern Syria in which Kurdish-led forces, backed by U.S.-led coalition airstrikes, repelled an extended offensive by the Islamic State group.
- 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 Najaf (2003) Triple: [Battle of Baghdad (2003), precededBy, Battle of Najaf (2003)]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Battle of Najaf (2003) Target entity description: 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.
-
A.
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.
-
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.
First Battle of Fallujah
The First Battle of Fallujah was a major 2004 U.S.-led offensive against insurgents in the Iraqi city of Fallujah that became a symbol of the intense urban combat and political controversy of the Iraq War.
-
D.
Battle of Raqqa
The Battle of Raqqa was a major military campaign in 2017 in which the Syrian Democratic Forces, backed by a U.S.-led coalition, captured the city of Raqqa from the Islamic State, effectively ending ISIS’s de facto capital in Syria.
-
E.
Battle of Kobani
The Battle of Kobani was a major 2014–2015 urban confrontation in northern Syria in which Kurdish-led forces, backed by U.S.-led coalition airstrikes, repelled an extended offensive by the Islamic State group.
- 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_69a494082a7c819095004f423f294a64 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bcecab688190b21a926874cd98d1 |
completed | March 1, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac668a135881909b885e2816ee8240 |
completed | March 7, 2026, 5:55 p.m. |
| NEDg | Description generation | batch_69ac66fd58308190bb4cb09581d4a8de |
completed | March 7, 2026, 5:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac677e147081909d9f64884c443f82 |
completed | March 7, 2026, 5:59 p.m. |
Created at: March 1, 2026, 7:45 p.m.