Triple
T3490970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Marine Corps Forces Africa |
E73729
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
MARFORAF
MARFORAF is the United States Marine Corps component command responsible for overseeing Marine operations, engagement, and security cooperation across the African continent.
|
E363466
|
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: MARFORAF | Statement: [United States Marine Corps Forces Africa, abbreviation, MARFORAF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MARFORAF Context triple: [United States Marine Corps Forces Africa, abbreviation, MARFORAF]
-
A.
MARFORPAC
MARFORPAC is the United States Marine Corps’ major operational command responsible for Marine forces in the Indo-Pacific region.
-
B.
MARFORCOM
MARFORCOM is the U.S. Marine Corps’ major service component command responsible for providing, training, and equipping Marine forces for U.S. Fleet Forces and other joint operations.
-
C.
FAOR
FAOR is the ICAO airport code for O. R. Tambo International Airport, the primary international gateway serving Johannesburg, South Africa.
-
D.
MRAF
MRAF is the highest rank in the Royal Air Force, equivalent to a five-star air officer and typically held only in wartime or as an honorary appointment.
-
E.
Rifian forces
Rifian forces were the Berber-led tribal fighters from the Rif region of northern Morocco who resisted Spanish and later French colonial rule during the early 20th-century Rif War.
- 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: MARFORAF Triple: [United States Marine Corps Forces Africa, abbreviation, MARFORAF]
Generated description
MARFORAF is the United States Marine Corps component command responsible for overseeing Marine operations, engagement, and security cooperation across the African continent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MARFORAF Target entity description: MARFORAF is the United States Marine Corps component command responsible for overseeing Marine operations, engagement, and security cooperation across the African continent.
-
A.
MARFORPAC
MARFORPAC is the United States Marine Corps’ major operational command responsible for Marine forces in the Indo-Pacific region.
-
B.
MARFORCOM
MARFORCOM is the U.S. Marine Corps’ major service component command responsible for providing, training, and equipping Marine forces for U.S. Fleet Forces and other joint operations.
-
C.
FAOR
FAOR is the ICAO airport code for O. R. Tambo International Airport, the primary international gateway serving Johannesburg, South Africa.
-
D.
MRAF
MRAF is the highest rank in the Royal Air Force, equivalent to a five-star air officer and typically held only in wartime or as an honorary appointment.
-
E.
Rifian forces
Rifian forces were the Berber-led tribal fighters from the Rif region of northern Morocco who resisted Spanish and later French colonial rule during the early 20th-century Rif War.
- 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_69ad85cca8d4819088494e9f3340fab5 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbbaa720c8190af47b052cc66c225 |
completed | March 8, 2026, 6:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b373bf5d3c8190ae631a6114696e98 |
completed | March 13, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69b374354c0c8190ba46845904b76340 |
completed | March 13, 2026, 2:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b374ad3bcc8190ac7d6e614eb696fa |
completed | March 13, 2026, 2:21 a.m. |
Created at: March 8, 2026, 3:18 p.m.