Triple
T31294390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Massachusetts Department of Fire Services |
E798035
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Code Compliance and Enforcement Section
The Code Compliance and Enforcement Section is a division of the Massachusetts Department of Fire Services responsible for ensuring adherence to state fire codes and regulations through inspections, oversight, and enforcement actions.
|
E1955108
|
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: Code Compliance and Enforcement Section | Statement: [Massachusetts Department of Fire Services, hasDivision, Code Compliance and Enforcement Section]
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: Code Compliance and Enforcement Section Triple: [Massachusetts Department of Fire Services, hasDivision, Code Compliance and Enforcement Section]
Generated description
The Code Compliance and Enforcement Section is a division of the Massachusetts Department of Fire Services responsible for ensuring adherence to state fire codes and regulations through inspections, oversight, and enforcement actions.
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_69f224dfde288190af313f3c221c857e |
completed | April 29, 2026, 3:33 p.m. |
| NER | Named-entity recognition | batch_69f69e2edccc819089b4ef155ef5e055 |
completed | May 3, 2026, 1 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a2a1e336fd08190a9cf0515a7674e2c |
completed | June 11, 2026, 2:32 a.m. |
| NEDg | Description generation | batch_6a2a284d81fc819097af9a3b70f9f356 |
completed | June 11, 2026, 3:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a2a28ce1320819097156336ff1bfefd |
completed | June 11, 2026, 3:17 a.m. |
Created at: April 29, 2026, 9:14 p.m.