Triple
T112110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Typhoon FGR4 |
E2269
|
entity |
| Predicate | usedIn |
P98
|
FINISHED |
| Object |
Middle East combat operations
Middle East combat operations refers to military engagements and air campaigns conducted in the Middle Eastern region, often involving coalition forces targeting insurgent groups, terrorist organizations, and hostile state actors.
|
E11319
|
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: Middle East combat operations | Statement: [Typhoon FGR4, usedIn, Middle East combat operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middle East combat operations Context triple: [Typhoon FGR4, usedIn, Middle East combat operations]
-
A.
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.
-
B.
Global War on Terrorism
The Global War on Terrorism is a broad, U.S.-led international military and political campaign launched after the September 11, 2001 attacks to combat terrorist organizations and the states that support them.
-
C.
Iraqi no-fly zone enforcement
Iraqi no-fly zone enforcement was a post–Gulf War military operation in which coalition forces, led by the United States and its allies, patrolled and restricted Iraqi airspace to protect Kurdish and Shiite populations and contain Saddam Hussein’s regime.
-
D.
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.
-
E.
Iraq War
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.
- 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: Middle East combat operations Triple: [Typhoon FGR4, usedIn, Middle East combat operations]
Generated description
Middle East combat operations refers to military engagements and air campaigns conducted in the Middle Eastern region, often involving coalition forces targeting insurgent groups, terrorist organizations, and hostile state actors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middle East combat operations Target entity description: Middle East combat operations refers to military engagements and air campaigns conducted in the Middle Eastern region, often involving coalition forces targeting insurgent groups, terrorist organizations, and hostile state actors.
-
A.
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.
-
B.
Global War on Terrorism
The Global War on Terrorism is a broad, U.S.-led international military and political campaign launched after the September 11, 2001 attacks to combat terrorist organizations and the states that support them.
-
C.
Iraqi no-fly zone enforcement
Iraqi no-fly zone enforcement was a post–Gulf War military operation in which coalition forces, led by the United States and its allies, patrolled and restricted Iraqi airspace to protect Kurdish and Shiite populations and contain Saddam Hussein’s regime.
-
D.
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.
-
E.
Iraq War
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.
- 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_69a24fcdaeb48190a2d796677e4b3281 |
completed | Feb. 28, 2026, 2:15 a.m. |
| NER | Named-entity recognition | batch_69a256eddd748190984a304000988a75 |
completed | Feb. 28, 2026, 2:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a27c0652508190aa8d569ee7dae7bc |
completed | Feb. 28, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69a27cc652048190bd6ac1fb6788991a |
completed | Feb. 28, 2026, 5:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a27d8de2888190a9f37390d7a4324e |
completed | Feb. 28, 2026, 5:30 a.m. |
Created at: Feb. 28, 2026, 2:20 a.m.