Triple
T12344042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Joseph Moakley |
E294301
|
entity |
| Predicate | areaOfInfluence |
P9
|
FINISHED |
| Object |
Massachusetts politics
Massachusetts politics encompasses the governmental institutions, electoral dynamics, and policy debates within the Commonwealth of Massachusetts, shaped by its historically strong Democratic presence, progressive legislation, and influential political figures.
|
E7431
|
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: Massachusetts politics | Statement: [John Joseph Moakley, areaOfInfluence, Massachusetts politics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts politics Context triple: [John Joseph Moakley, areaOfInfluence, Massachusetts politics]
-
A.
Massachusetts 3rd congressional district
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 state legislature
The Massachusetts state legislature is the bicameral lawmaking body of the Commonwealth of Massachusetts, consisting of the Senate and House of Representatives and responsible for enacting state laws and overseeing the state budget.
-
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 6th congressional district
Massachusetts's 6th congressional district is a U.S. House district in northeastern Massachusetts that includes much of the North Shore, represented in Congress by an elected member of the House of Representatives.
-
E.
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.
- 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: Massachusetts politics Triple: [John Joseph Moakley, areaOfInfluence, Massachusetts politics]
Generated description
Massachusetts politics encompasses the governmental institutions, electoral dynamics, and policy debates within the Commonwealth of Massachusetts, shaped by its historically strong Democratic presence, progressive legislation, and influential political figures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts politics Target entity description: Massachusetts politics encompasses the governmental institutions, electoral dynamics, and policy debates within the Commonwealth of Massachusetts, shaped by its historically strong Democratic presence, progressive legislation, and influential political figures.
-
A.
Massachusetts 3rd congressional district
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 state legislature
chosen
The Massachusetts state legislature is the bicameral lawmaking body of the Commonwealth of Massachusetts, consisting of the Senate and House of Representatives and responsible for enacting state laws and overseeing the state budget.
-
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 6th congressional district
Massachusetts's 6th congressional district is a U.S. House district in northeastern Massachusetts that includes much of the North Shore, represented in Congress by an elected member of the House of Representatives.
-
E.
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.
- F. None of above.
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_69f62d4d0b8881908aa6b67db7d14609 |
completed | May 2, 2026, 4:58 p.m. |
Created at: April 8, 2026, 9:53 p.m.