Triple
T882974
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United States Marshals Service |
E19067
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
USMS
USMS is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, and executing federal court orders in the United States.
|
E103654
|
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: USMS | Statement: [United States Marshals Service, abbreviation, USMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USMS Context triple: [United States Marshals Service, abbreviation, USMS]
-
A.
USASMDC
USASMDC is a major U.S. Army command responsible for space operations, missile defense, and related research and development to support national defense.
-
B.
USLHS
USLHS is the abbreviation for the United States Lighthouse Service, the former U.S. government agency responsible for the construction, maintenance, and operation of lighthouses and other navigational aids.
-
C.
US-MS
US-MS is the ISO 3166-2 code representing the U.S. state of Mississippi.
-
D.
USMIA
USMIA is the UN/LOCODE identifier for the port and transport hub of Miami in the United States.
-
E.
USFSA
USFSA was a major early French multi-sport governing federation that played a key role in organizing and promoting athletics and other sports in France around the turn of the 20th century.
- 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: USMS Triple: [United States Marshals Service, abbreviation, USMS]
Generated description
USMS is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, and executing federal court orders in the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USMS Target entity description: USMS is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, and executing federal court orders in the United States.
-
A.
USASMDC
USASMDC is a major U.S. Army command responsible for space operations, missile defense, and related research and development to support national defense.
-
B.
USLHS
USLHS is the abbreviation for the United States Lighthouse Service, the former U.S. government agency responsible for the construction, maintenance, and operation of lighthouses and other navigational aids.
-
C.
US-MS
US-MS is the ISO 3166-2 code representing the U.S. state of Mississippi.
-
D.
USMIA
USMIA is the UN/LOCODE identifier for the port and transport hub of Miami in the United States.
-
E.
USFSA
USFSA was a major early French multi-sport governing federation that played a key role in organizing and promoting athletics and other sports in France around the turn of the 20th century.
- 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_69a4939c32488190a7ccd41cf0abb22b |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4accda4148190aa628dab14d7f5de |
completed | March 1, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b85883c481909261bde7fdebcde1 |
completed | March 4, 2026, 4:43 a.m. |
| NEDg | Description generation | batch_69a7b95117e881908efe83c0f8b685fe |
completed | March 4, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7b9a6edd48190a1feff7e887f76ba |
completed | March 4, 2026, 4:48 a.m. |
Created at: March 1, 2026, 7:39 p.m.