Triple
T4714718
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pepperell, Massachusetts |
E104604
|
entity |
| Predicate | federalRepresentation |
P192
|
FINISHED |
| Object | U.S. House Massachusetts 3rd congressional district |
E76258
|
NE FINISHED |
How this triple was built (2 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: U.S. House Massachusetts 3rd congressional district | Statement: [Pepperell, Massachusetts, federalRepresentation, U.S. House Massachusetts 3rd congressional district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. House Massachusetts 3rd congressional district Context triple: [Pepperell, Massachusetts, federalRepresentation, U.S. House Massachusetts 3rd congressional district]
-
A.
Massachusetts 3rd congressional district
chosen
Massachusetts's 3rd congressional district is a U.S. House district in north-central Massachusetts that includes cities such as Lowell and Lawrence and is currently represented by Democrat Lori Trahan.
-
B.
Massachusetts House district
A Massachusetts House district is a geographic legislative area within the state from which voters elect a member to serve in the Massachusetts House of Representatives.
-
C.
Massachusetts 5th congressional district
Massachusetts 5th congressional district is a U.S. House of Representatives district in eastern Massachusetts that includes many of Boston’s northern and western suburbs.
-
D.
Massachusetts 9th congressional district
Massachusetts's 9th congressional district is a U.S. House district located in southeastern Massachusetts that includes parts of the South Coast, Cape Cod, and the Islands.
-
E.
Massachusetts 4th congressional district
Massachusetts 4th congressional district is a U.S. House of Representatives district in southeastern Massachusetts that includes parts of the Greater Boston and South Coast regions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6408dc5c8190a8d6b1c1a3eba2df |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be108002e08190b13856f2af135bfc |
completed | March 21, 2026, 3:29 a.m. |
Created at: March 20, 2026, 1:18 p.m.