Triple
T12344082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | District of Massachusetts |
E294302
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
United States Marshals Service for the District of Massachusetts
The United States Marshals Service for the District of Massachusetts is the federal law enforcement office responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of Massachusetts.
|
E978894
|
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 Marshals Service for the District of Massachusetts | Statement: [District of Massachusetts, relatedTo, United States Marshals Service for the District of Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Marshals Service for the District of Massachusetts Context triple: [District of Massachusetts, relatedTo, United States Marshals Service for the District of Massachusetts]
-
A.
United States Marshals Service for the District of New Hampshire
The United States Marshals Service for the District of New Hampshire is the federal law enforcement agency responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of New Hampshire.
-
B.
United States Probation Office for the District of Massachusetts
The United States Probation Office for the District of Massachusetts is a federal agency that supervises individuals on probation and supervised release and provides investigative and rehabilitative services to the U.S. District Court in Massachusetts.
-
C.
United States Attorney for the District of Massachusetts
The United States Attorney for the District of Massachusetts is the chief federal prosecutor representing the U.S. government in criminal and civil cases within the federal judicial district of Massachusetts.
-
D.
United States District Court for the District of Massachusetts
The United States District Court for the District of Massachusetts is a federal trial court with jurisdiction over civil and criminal cases arising under federal law in the state of Massachusetts.
-
E.
District of Massachusetts
The District of Massachusetts is a federal judicial district encompassing the U.S. state of Massachusetts, where federal cases are heard in courts including the John Joseph Moakley United States Courthouse.
- 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 Marshals Service for the District of Massachusetts Triple: [District of Massachusetts, relatedTo, United States Marshals Service for the District of Massachusetts]
Generated description
The United States Marshals Service for the District of Massachusetts is the federal law enforcement office responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Marshals Service for the District of Massachusetts Target entity description: The United States Marshals Service for the District of Massachusetts is the federal law enforcement office responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of Massachusetts.
-
A.
United States Marshals Service for the District of New Hampshire
The United States Marshals Service for the District of New Hampshire is the federal law enforcement agency responsible for protecting the federal courts, managing prisoners, and executing federal warrants within the District of New Hampshire.
-
B.
United States Probation Office for the District of Massachusetts
The United States Probation Office for the District of Massachusetts is a federal agency that supervises individuals on probation and supervised release and provides investigative and rehabilitative services to the U.S. District Court in Massachusetts.
-
C.
United States Attorney for the District of Massachusetts
The United States Attorney for the District of Massachusetts is the chief federal prosecutor representing the U.S. government in criminal and civil cases within the federal judicial district of Massachusetts.
-
D.
United States District Court for the District of Massachusetts
The United States District Court for the District of Massachusetts is a federal trial court with jurisdiction over civil and criminal cases arising under federal law in the state of Massachusetts.
-
E.
District of Massachusetts
The District of Massachusetts is a federal judicial district encompassing the U.S. state of Massachusetts, where federal cases are heard in courts including the John Joseph Moakley United States Courthouse.
- 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_69d6ab6ccbec8190b09e2d357aa80064 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f78a970819086beec3e4da8c49e |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62aac9edc8190ab1740d23af1b250 |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62c55aacc8190a0544306825bdfab |
completed | May 2, 2026, 4:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d51ab8081909c6f534051019dca |
completed | May 2, 2026, 4:58 p.m. |
Created at: April 8, 2026, 9:53 p.m.