Triple
T16821111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marlborough Public Library |
E408892
|
entity |
| Predicate | fundedBy |
P67
|
FINISHED |
| Object |
municipal government of Marlborough, Massachusetts
The municipal government of Marlborough, Massachusetts is the local governing body responsible for administering city services, managing public resources, and overseeing community institutions such as the public library for residents of Marlborough.
|
E1235294
|
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: municipal government of Marlborough, Massachusetts | Statement: [Marlborough Public Library, fundedBy, municipal government of Marlborough, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: municipal government of Marlborough, Massachusetts Context triple: [Marlborough Public Library, fundedBy, municipal government of Marlborough, Massachusetts]
-
A.
municipal government of Melrose, Massachusetts
The municipal government of Melrose, Massachusetts is the local governing body responsible for providing public services, managing city operations, and overseeing community institutions within the city of Melrose.
-
B.
municipal government of Bourne, Massachusetts
The municipal government of Bourne, Massachusetts is the local governing body responsible for providing public services, law enforcement, and administration for the town of Bourne on Cape Cod.
-
C.
municipal government of Bedford, Massachusetts
The municipal government of Bedford, Massachusetts is the local governing body responsible for providing public services, enacting policies, and managing the town’s budget and community resources.
-
D.
municipal government of Ashland, Massachusetts
The municipal government of Ashland, Massachusetts is the local governing body responsible for providing public services, managing town operations, and overseeing community institutions and infrastructure within Ashland.
-
E.
municipal government of Wakefield, Massachusetts
The municipal government of Wakefield, Massachusetts is the local governing body responsible for providing public services, enacting ordinances, and managing town affairs for residents and businesses within Wakefield.
- 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: municipal government of Marlborough, Massachusetts Triple: [Marlborough Public Library, fundedBy, municipal government of Marlborough, Massachusetts]
Generated description
The municipal government of Marlborough, Massachusetts is the local governing body responsible for administering city services, managing public resources, and overseeing community institutions such as the public library for residents of Marlborough.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: municipal government of Marlborough, Massachusetts Target entity description: The municipal government of Marlborough, Massachusetts is the local governing body responsible for administering city services, managing public resources, and overseeing community institutions such as the public library for residents of Marlborough.
-
A.
municipal government of Melrose, Massachusetts
The municipal government of Melrose, Massachusetts is the local governing body responsible for providing public services, managing city operations, and overseeing community institutions within the city of Melrose.
-
B.
municipal government of Bourne, Massachusetts
The municipal government of Bourne, Massachusetts is the local governing body responsible for providing public services, law enforcement, and administration for the town of Bourne on Cape Cod.
-
C.
municipal government of Bedford, Massachusetts
The municipal government of Bedford, Massachusetts is the local governing body responsible for providing public services, enacting policies, and managing the town’s budget and community resources.
-
D.
municipal government of Ashland, Massachusetts
The municipal government of Ashland, Massachusetts is the local governing body responsible for providing public services, managing town operations, and overseeing community institutions and infrastructure within Ashland.
-
E.
municipal government of Wakefield, Massachusetts
The municipal government of Wakefield, Massachusetts is the local governing body responsible for providing public services, enacting ordinances, and managing town affairs for residents and businesses within Wakefield.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e6b59c8190ad562a80e71ce54c |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29a3854819099eed580eea5d84d |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b32d2a588190b59bad56f8817bce |
completed | May 10, 2026, 4:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b3d14b3c819081f435777f47eca3 |
completed | May 10, 2026, 4:35 p.m. |
Created at: April 10, 2026, 5:23 a.m.