Triple
T10288517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martha Coakley |
E241298
|
entity |
| Predicate | candidateInElection |
P1221
|
FINISHED |
| Object |
2014 Massachusetts gubernatorial election
The 2014 Massachusetts gubernatorial election was the statewide contest in which voters chose the governor of Massachusetts, ultimately resulting in Republican Charlie Baker defeating Democratic nominee Martha Coakley.
|
E852211
|
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: 2014 Massachusetts gubernatorial election | Statement: [Martha Coakley, candidateInElection, 2014 Massachusetts gubernatorial election]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: 2014 Massachusetts gubernatorial election Context triple: [Martha Coakley, candidateInElection, 2014 Massachusetts gubernatorial election]
-
A.
2018 Massachusetts gubernatorial election
The 2018 Massachusetts gubernatorial election was the statewide contest in which voters chose the governor and lieutenant governor of Massachusetts for the 2019–2023 term.
-
B.
2012 United States Senate election in Massachusetts
The 2012 United States Senate election in Massachusetts was a high-profile race in which Democrat Elizabeth Warren defeated incumbent Republican Scott Brown, shifting the seat back to Democratic control.
-
C.
2010 United States Senate special election in Massachusetts
The 2010 United States Senate special election in Massachusetts was a high-profile contest to fill the late Senator Ted Kennedy’s seat, resulting in Republican Scott Brown’s upset victory in a traditionally Democratic stronghold.
-
D.
2018 United States Senate election in Massachusetts
The 2018 United States Senate election in Massachusetts was a statewide contest in which Democratic incumbent Elizabeth Warren won a second term to the U.S. Senate against Republican challenger Geoff Diehl and independent candidate Shiva Ayyadurai.
-
E.
Massachusetts 14th congressional district
Massachusetts's 14th congressional district was a former U.S. House district in Massachusetts that existed in the early to mid-20th century before being eliminated through redistricting.
- 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: 2014 Massachusetts gubernatorial election Triple: [Martha Coakley, candidateInElection, 2014 Massachusetts gubernatorial election]
Generated description
The 2014 Massachusetts gubernatorial election was the statewide contest in which voters chose the governor of Massachusetts, ultimately resulting in Republican Charlie Baker defeating Democratic nominee Martha Coakley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: 2014 Massachusetts gubernatorial election Target entity description: The 2014 Massachusetts gubernatorial election was the statewide contest in which voters chose the governor of Massachusetts, ultimately resulting in Republican Charlie Baker defeating Democratic nominee Martha Coakley.
-
A.
2018 Massachusetts gubernatorial election
The 2018 Massachusetts gubernatorial election was the statewide contest in which voters chose the governor and lieutenant governor of Massachusetts for the 2019–2023 term.
-
B.
2012 United States Senate election in Massachusetts
The 2012 United States Senate election in Massachusetts was a high-profile race in which Democrat Elizabeth Warren defeated incumbent Republican Scott Brown, shifting the seat back to Democratic control.
-
C.
2010 United States Senate special election in Massachusetts
The 2010 United States Senate special election in Massachusetts was a high-profile contest to fill the late Senator Ted Kennedy’s seat, resulting in Republican Scott Brown’s upset victory in a traditionally Democratic stronghold.
-
D.
2018 United States Senate election in Massachusetts
The 2018 United States Senate election in Massachusetts was a statewide contest in which Democratic incumbent Elizabeth Warren won a second term to the U.S. Senate against Republican challenger Geoff Diehl and independent candidate Shiva Ayyadurai.
-
E.
Massachusetts 14th congressional district
Massachusetts's 14th congressional district was a former U.S. House district in Massachusetts that existed in the early to mid-20th century before being eliminated through redistricting.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2b9d76c8190b1ef6ecf4c1a2a09 |
completed | April 7, 2026, 9:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f8556f4081908390bc5c14dcf560 |
completed | April 9, 2026, 12:52 a.m. |
| NEDg | Description generation | batch_69d6fcaee26c8190a19f7d07a63531f6 |
completed | April 9, 2026, 1:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6fd879ab88190b0a47295f5d7ad4d |
completed | April 9, 2026, 1:14 a.m. |
Created at: April 6, 2026, 11:41 a.m.