Triple
T539818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fort Devens, Massachusetts |
E12604
|
entity |
| Predicate | currentNameVariant |
P1213
|
FINISHED |
| Object |
Devens, Massachusetts
Devens, Massachusetts is a planned community and former military base area in north-central Massachusetts that has been redeveloped into a mixed-use residential, commercial, and industrial district.
|
E152567
|
NE FINISHED |
How this triple was built (5 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: Devens, Massachusetts | Statement: [Fort Devens, Massachusetts, currentNameVariant, Devens, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Devens, Massachusetts Context triple: [Fort Devens, Massachusetts, currentNameVariant, Devens, Massachusetts]
-
A.
Marlborough, Massachusetts
Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
-
B.
Natick, Massachusetts
Natick, Massachusetts is a suburban town west of Boston known for its residential communities, shopping centers, and location along the Massachusetts Turnpike.
-
C.
Litchfield Hills
Litchfield Hills is a scenic region in northwestern Connecticut known for its rolling hills, historic towns, and rural New England charm.
-
D.
Dracut, Massachusetts
Dracut, Massachusetts is a suburban town in northeastern Massachusetts known for its mix of residential neighborhoods, conservation land, and historic mill village roots.
-
E.
Lynn, Massachusetts
Lynn, Massachusetts is a historic coastal city just north of Boston known for its industrial past, diverse population, and oceanfront parks.
- 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: Devens, Massachusetts Triple: [Fort Devens, Massachusetts, currentNameVariant, Devens, Massachusetts]
Generated description
Devens, Massachusetts is a planned community and former military base area in north-central Massachusetts that has been redeveloped into a mixed-use residential, commercial, and industrial district.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Devens, Massachusetts Target entity description: Devens, Massachusetts is a planned community and former military base area in north-central Massachusetts that has been redeveloped into a mixed-use residential, commercial, and industrial district.
-
A.
Marlborough, Massachusetts
Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
-
B.
Natick, Massachusetts
Natick, Massachusetts is a suburban town west of Boston known for its residential communities, shopping centers, and location along the Massachusetts Turnpike.
-
C.
Litchfield Hills
Litchfield Hills is a scenic region in northwestern Connecticut known for its rolling hills, historic towns, and rural New England charm.
-
D.
Dracut, Massachusetts
Dracut, Massachusetts is a suburban town in northeastern Massachusetts known for its mix of residential neighborhoods, conservation land, and historic mill village roots.
-
E.
Lynn, Massachusetts
Lynn, Massachusetts is a historic coastal city just north of Boston known for its industrial past, diverse population, and oceanfront parks.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: currentNameVariant Context triple: [Fort Devens, Massachusetts, currentNameVariant, Devens, Massachusetts]
-
A.
currentName
chosen
Indicates the present or most recently assigned name associated with an entity.
-
B.
languageVariant
Indicates that one language is a variant, dialect, or localized form of another language.
-
C.
formerName
Indicates that an entity was previously known by a different name in the past.
-
D.
commonNameOf
Indicates that one entity is the commonly used or popular name by which the other entity is known.
-
E.
nameChosenToBe
Indicates that an entity has been given or selected to have a particular name.
- F. None of above.
Provenance (6 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4985e51908190a34aa82ea9dbee1e |
completed | March 1, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbefde5e48190881014a725e9411f |
completed | March 8, 2026, 12:12 a.m. |
| NEDg | Description generation | batch_69acc0fff80081908058a436d64438b4 |
completed | March 8, 2026, 12:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc19c1d348190b42689852282aeae |
completed | March 8, 2026, 12:23 a.m. |
| PD | Predicate disambiguation | batch_69a494b67c308190a1a225ab7c4b74c6 |
completed | March 1, 2026, 7:34 p.m. |
Created at: March 1, 2026, 7:32 p.m.