Triple
T8086085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts Department of Transitional Assistance |
E188736
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Massachusetts DTA
Massachusetts DTA is the state agency in Massachusetts responsible for administering public assistance programs such as food, cash, and employment support for low-income individuals and families.
|
E711766
|
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 DTA | Statement: [Massachusetts Department of Transitional Assistance, alsoKnownAs, Massachusetts DTA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts DTA Context triple: [Massachusetts Department of Transitional Assistance, alsoKnownAs, Massachusetts DTA]
-
A.
D. Mass.
D. Mass. is the standard legal abbreviation for the United States District Court for the District of Massachusetts, a federal trial court within the First Circuit.
-
B.
Massachusetts Reports
Massachusetts Reports is the official case reporter that publishes the decisions of the Massachusetts Supreme Judicial Court.
-
C.
Massachusetts CZM
Massachusetts CZM is the state agency responsible for managing, protecting, and enhancing Massachusetts’ coastal resources and guiding coastal development and resilience planning.
-
D.
Massachusetts Register
The Massachusetts Register is the official biweekly publication that provides updates, notices, and changes to Massachusetts state regulations and administrative rules.
-
E.
Ayer, Massachusetts
Ayer, Massachusetts is a small New England town in north-central Massachusetts known for its historic railroad junction, former Fort Devens military base nearby, and role as a local commercial center.
- 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 DTA Triple: [Massachusetts Department of Transitional Assistance, alsoKnownAs, Massachusetts DTA]
Generated description
Massachusetts DTA is the state agency in Massachusetts responsible for administering public assistance programs such as food, cash, and employment support for low-income individuals and families.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts DTA Target entity description: Massachusetts DTA is the state agency in Massachusetts responsible for administering public assistance programs such as food, cash, and employment support for low-income individuals and families.
-
A.
D. Mass.
D. Mass. is the standard legal abbreviation for the United States District Court for the District of Massachusetts, a federal trial court within the First Circuit.
-
B.
Massachusetts Reports
Massachusetts Reports is the official case reporter that publishes the decisions of the Massachusetts Supreme Judicial Court.
-
C.
Massachusetts CZM
Massachusetts CZM is the state agency responsible for managing, protecting, and enhancing Massachusetts’ coastal resources and guiding coastal development and resilience planning.
-
D.
Massachusetts Register
The Massachusetts Register is the official biweekly publication that provides updates, notices, and changes to Massachusetts state regulations and administrative rules.
-
E.
Ayer, Massachusetts
Ayer, Massachusetts is a small New England town in north-central Massachusetts known for its historic railroad junction, former Fort Devens military base nearby, and role as a local commercial center.
- 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4160e4748190ae63624a2a03d09f |
completed | March 31, 2026, 3:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc6402e41c819095442775938d4282 |
completed | April 1, 2026, 12:17 a.m. |
| NEDg | Description generation | batch_69cc68647cec81909736383fbe73d2e8 |
completed | April 1, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc69b93bbc8190be2338182dd57b17 |
completed | April 1, 2026, 12:41 a.m. |
Created at: March 30, 2026, 5:29 p.m.