Triple
T1534945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2004 United States presidential election |
E32528
|
entity |
| Predicate | campaignMainIssue |
P4174
|
FINISHED |
| Object | Iraq War |
E3825
|
NE FINISHED |
How this triple was built (3 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: Iraq War | Statement: [2004 United States presidential election, campaignMainIssue, Iraq War]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Iraq War Context triple: [2004 United States presidential election, campaignMainIssue, Iraq War]
-
A.
Iraq War
chosen
The Iraq War was a major armed conflict that began in 2003 with a U.S.-led invasion to topple Saddam Hussein’s regime, followed by years of insurgency, sectarian violence, and international military involvement.
-
B.
Gulf War
The Gulf War was a 1990–1991 conflict in which a U.S.-led coalition expelled Iraqi forces from Kuwait using a brief but intense air and ground campaign.
-
C.
War in Afghanistan (2001–2021)
The War in Afghanistan (2001–2021) was a protracted conflict initiated by a U.S.-led invasion to dismantle al-Qaeda and remove the Taliban from power, evolving into a long-term counterinsurgency and nation-building effort that ended with the Taliban’s return to control.
-
D.
Iran–Iraq War
The Iran–Iraq War was a protracted and devastating conflict between Iran and Iraq from 1980 to 1988, marked by trench warfare, massive casualties, and the use of chemical weapons.
-
E.
Operation Desert Storm
Operation Desert Storm was the 1991 U.S.-led combat phase of the Gulf War that used a massive air campaign followed by a swift ground offensive to liberate Kuwait from Iraqi occupation.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: campaignMainIssue Context triple: [2004 United States presidential election, campaignMainIssue, Iraq War]
-
A.
politicalIssueFor
Indicates a relationship where a particular topic, problem, or policy area is considered a matter of political concern or debate for a given entity.
-
B.
politicalIssueIn
Indicates that a political issue is relevant to, occurs within, or is associated with a particular geographic or political region.
-
C.
majorCampaignType
Indicates the primary category or classification of a campaign within a broader set of campaign types.
-
D.
campaignTheme
chosen
Indicates the central idea or message that characterizes and unifies a particular campaign.
-
E.
campaigns
Indicates that an entity actively conducts or participates in an organized effort or series of actions aimed at achieving a specific goal, often in political, marketing, or advocacy contexts.
- F. None of above.
Provenance (4 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a915f323bc8190aa757142c225e0ae |
completed | March 5, 2026, 5:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad295da0988190b1dc171bcdfe4d71 |
completed | March 8, 2026, 7:46 a.m. |
| PD | Predicate disambiguation | batch_69a907b046448190be8ea4d7b20255f7 |
completed | March 5, 2026, 4:33 a.m. |
Created at: March 4, 2026, 7:26 p.m.