Triple
T3199176
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2nd Battalion, 4th Marines |
E67004
|
entity |
| Predicate | primaryWeapon |
P6066
|
FINISHED |
| Object |
M27 Infantry Automatic Rifle
The M27 Infantry Automatic Rifle is a lightweight, magazine-fed 5.56×45mm weapon used by the U.S. Marine Corps as a squad-level automatic rifle and designated marksman platform.
|
E336279
|
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: M27 Infantry Automatic Rifle | Statement: [2nd Battalion, 4th Marines, primaryWeapon, M27 Infantry Automatic Rifle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M27 Infantry Automatic Rifle Context triple: [2nd Battalion, 4th Marines, primaryWeapon, M27 Infantry Automatic Rifle]
-
A.
M14 rifle
The M14 rifle is a 7.62×51mm NATO battle rifle that served as the standard-issue U.S. military service rifle in the late 1950s and 1960s and remains in limited use for ceremonial and designated marksman roles.
-
B.
HK21 machine gun
The HK21 machine gun is a German-designed, belt-fed general-purpose machine gun developed by Heckler & Koch and based on the G3 rifle’s roller-delayed blowback system.
-
C.
MG4 light machine gun
The MG4 light machine gun is a modern 5.56×45mm NATO belt-fed squad automatic weapon developed by German arms manufacturer Heckler & Koch for reliable, sustained infantry fire.
-
D.
AK5 assault rifle
The AK5 assault rifle is a Swedish-made, 5.56×45mm NATO service rifle that serves as the standard infantry weapon of the Swedish Armed Forces.
-
E.
M16 rifle
The M16 rifle is a lightweight, 5.56×45mm NATO, gas-operated assault rifle that has been a standard-issue infantry weapon for the U.S. military and many allied forces since the Vietnam War era.
- 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: M27 Infantry Automatic Rifle Triple: [2nd Battalion, 4th Marines, primaryWeapon, M27 Infantry Automatic Rifle]
Generated description
The M27 Infantry Automatic Rifle is a lightweight, magazine-fed 5.56×45mm weapon used by the U.S. Marine Corps as a squad-level automatic rifle and designated marksman platform.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M27 Infantry Automatic Rifle Target entity description: The M27 Infantry Automatic Rifle is a lightweight, magazine-fed 5.56×45mm weapon used by the U.S. Marine Corps as a squad-level automatic rifle and designated marksman platform.
-
A.
M14 rifle
The M14 rifle is a 7.62×51mm NATO battle rifle that served as the standard-issue U.S. military service rifle in the late 1950s and 1960s and remains in limited use for ceremonial and designated marksman roles.
-
B.
HK21 machine gun
The HK21 machine gun is a German-designed, belt-fed general-purpose machine gun developed by Heckler & Koch and based on the G3 rifle’s roller-delayed blowback system.
-
C.
MG4 light machine gun
The MG4 light machine gun is a modern 5.56×45mm NATO belt-fed squad automatic weapon developed by German arms manufacturer Heckler & Koch for reliable, sustained infantry fire.
-
D.
AK5 assault rifle
The AK5 assault rifle is a Swedish-made, 5.56×45mm NATO service rifle that serves as the standard infantry weapon of the Swedish Armed Forces.
-
E.
M16 rifle
The M16 rifle is a lightweight, 5.56×45mm NATO, gas-operated assault rifle that has been a standard-issue infantry weapon for the U.S. military and many allied forces since the Vietnam War era.
- 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_69ad8589bd988190afa7ed2bdffb7b33 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada9abe8f88190a4c2ccc31add7959 |
completed | March 8, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24bbdc9908190b5d8328f6fbc6002 |
completed | March 12, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69b25034bc4481909c860099cc1aa311 |
completed | March 12, 2026, 5:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b251458ab48190a374f910103763f2 |
completed | March 12, 2026, 5:38 a.m. |
Created at: March 8, 2026, 3:07 p.m.