Triple
T16576435
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amphibious ready group |
E402723
|
entity |
| Predicate | embarks |
P78929
|
FINISHED |
| Object | Marine air-ground task force |
E70527
|
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: Marine air-ground task force | Statement: [Amphibious ready group, embarks, Marine air-ground task force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marine air-ground task force Context triple: [Amphibious ready group, embarks, Marine air-ground task force]
-
A.
Marine Air-Ground Task Forces
chosen
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.
-
B.
Marine expeditionary force
A Marine expeditionary force is a large, self-sustaining U.S. Marine Corps air-ground task force capable of conducting and supporting amphibious and expeditionary operations across a full spectrum of military missions.
-
C.
Task Force 52
Task Force 52 is a U.S. Navy task force responsible for mine warfare and related maritime security operations in the U.S. Fifth Fleet area of responsibility.
-
D.
Task Force 51
Task Force 51 is a U.S. military headquarters element that provides rapidly deployable command and control for homeland defense and civil support operations.
-
E.
Task Force 56
Task Force 56 is a U.S. Navy task force under U.S. Naval Forces Central Command responsible for expeditionary and coastal riverine operations in the U.S. Central Command area of responsibility.
- 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: embarks Context triple: [Amphibious ready group, embarks, Marine air-ground task force]
-
A.
designedToEmbark
Indicates that something is created or configured with the specific purpose of beginning or initiating a journey, process, or undertaking.
-
B.
rides
Indicates that one entity travels on or is carried by another entity as a passenger or operator.
-
C.
embarkedAircraft
Indicates that one entity boarded or got onto an aircraft as a passenger or occupant.
-
D.
voyageOn
chosen
Indicates that an entity is traveling or being transported aboard a particular vessel or means of sea (or space) travel.
-
E.
launchesTo
Indicates that one entity initiates the sending or propulsion of another entity toward a specific destination or into a particular trajectory.
- 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3595dd90881909933216bd12505e1 |
completed | April 18, 2026, 10:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006eecbb6c81908abc5659333a4879 |
completed | May 10, 2026, 11:41 a.m. |
| PD | Predicate disambiguation | batch_69e296a7d9d0819088555bca6c936e79 |
completed | April 17, 2026, 8:23 p.m. |
Created at: April 10, 2026, 5:16 a.m.