Triple
T13979890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M27 Infantry Automatic Rifle |
E336279
|
entity |
| Predicate | primaryUser |
P2090
|
FINISHED |
| Object |
United States Marine Corps infantry squads
United States Marine Corps infantry squads are small, highly trained combat units within the Marine Corps that serve as the fundamental tactical building blocks for ground combat operations.
|
E1072269
|
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: United States Marine Corps infantry squads | Statement: [M27 Infantry Automatic Rifle, primaryUser, United States Marine Corps infantry squads]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Marine Corps infantry squads Context triple: [M27 Infantry Automatic Rifle, primaryUser, United States Marine Corps infantry squads]
-
A.
United States Marine Corps Ground Combat Element
The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
-
B.
United States Marine Corps Quick Reaction Force
The United States Marine Corps Quick Reaction Force is a rapidly deployable Marine unit trained and equipped to respond immediately to emerging combat or crisis situations, such as those encountered during Operation Gothic Serpent in Somalia.
-
C.
Marine Air-Ground Task Forces
Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
-
D.
MARSOC Raiders
MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
-
E.
Marine Raider units
Marine Raider units are elite special operations forces of the United States Marine Corps specializing in direct action, special reconnaissance, and counterterrorism missions.
- 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: United States Marine Corps infantry squads Triple: [M27 Infantry Automatic Rifle, primaryUser, United States Marine Corps infantry squads]
Generated description
United States Marine Corps infantry squads are small, highly trained combat units within the Marine Corps that serve as the fundamental tactical building blocks for ground combat operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Marine Corps infantry squads Target entity description: United States Marine Corps infantry squads are small, highly trained combat units within the Marine Corps that serve as the fundamental tactical building blocks for ground combat operations.
-
A.
United States Marine Corps Ground Combat Element
The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
-
B.
United States Marine Corps Quick Reaction Force
The United States Marine Corps Quick Reaction Force is a rapidly deployable Marine unit trained and equipped to respond immediately to emerging combat or crisis situations, such as those encountered during Operation Gothic Serpent in Somalia.
-
C.
Marine Air-Ground Task Forces
Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
-
D.
MARSOC Raiders
MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
-
E.
Marine Raider units
Marine Raider units are elite special operations forces of the United States Marine Corps specializing in direct action, special reconnaissance, and counterterrorism missions.
- 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_69d81c639e808190a0e4b4f3d31c6a59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2ea10dc88190b9720919a021e570 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1e3cafc8190a1806a29b2e46ae9 |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba74a96b08190a08c51c231e49e5d |
completed | May 6, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba8585fb08190998d6a005dc0bd31 |
completed | May 6, 2026, 8:45 p.m. |
Created at: April 9, 2026, 10:18 p.m.