Triple
T12230815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary of Administration and Finance of Massachusetts |
E291470
|
entity |
| Predicate | incumbentAppointedBy |
P257
|
FINISHED |
| Object | Governor Maura Healey |
E58118
|
NE FINISHED |
How this triple was built (3 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: Governor Maura Healey | Statement: [Secretary of Administration and Finance of Massachusetts, incumbentAppointedBy, Governor Maura Healey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Governor Maura Healey Context triple: [Secretary of Administration and Finance of Massachusetts, incumbentAppointedBy, Governor Maura Healey]
-
A.
Maura Healey
chosen
Maura Healey is an American politician and attorney who became the first woman and first openly lesbian governor of Massachusetts.
-
B.
Jeanne Shaheen
Jeanne Shaheen is an American Democratic politician and former governor who has served as a long-time U.S. Senator representing New Hampshire.
-
C.
Nancy Hayes Sununu
Nancy Hayes Sununu is the wife of former New Hampshire governor and White House Chief of Staff John H. Sununu and the matriarch of the prominent Sununu political family.
-
D.
William F. Weld
William F. Weld is an American attorney and politician best known for serving as Governor of Massachusetts in the 1990s and later as a prominent moderate Republican and Libertarian figure.
-
E.
Valerie Sununu
Valerie Sununu is an American educator and the First Lady of New Hampshire, known for her advocacy on issues such as literacy and children's mental health.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: incumbentAppointedBy Context triple: [Secretary of Administration and Finance of Massachusetts, incumbentAppointedBy, Governor Maura Healey]
-
A.
appointedBy
chosen
Indicates that one entity has been formally selected or assigned to a position, role, or office by another entity.
-
B.
appointedByOffice
Indicates that an entity attains its position or role through a formal appointment made by a specific office or official authority.
-
C.
appointedIn
Indicates that an entity is formally assigned or designated to a role, position, or office within a specific context, organization, or jurisdiction.
-
D.
appointedOrElected
Indicates that an entity attained a position, role, or office through either an appointment process or an electoral process.
-
E.
appointedFrom
Indicates that an entity was selected or assigned to a position or role originating from a specified source, body, or prior position.
- F. None of above.
Provenance (4 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d924a3973c8190a882046963b320fb |
completed | April 10, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aad2d488190ba36588e3376ca1a |
completed | May 2, 2026, 2:31 p.m. |
| PD | Predicate disambiguation | batch_69d91c41bcbc81909782f4e3c571b218 |
completed | April 10, 2026, 3:50 p.m. |
Created at: April 8, 2026, 9:51 p.m.