Triple
T2989978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Billerica, Massachusetts |
E80724
|
entity |
| Predicate | hasRecreationArea |
P5383
|
FINISHED |
| Object |
Manning State Forest
Manning State Forest is a public woodland and recreation area in Billerica, Massachusetts, offering outdoor activities such as hiking and nature observation.
|
E318139
|
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: Manning State Forest | Statement: [Billerica, Massachusetts, hasRecreationArea, Manning State Forest]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manning State Forest Context triple: [Billerica, Massachusetts, hasRecreationArea, Manning State Forest]
-
A.
Michaux State Forest
Michaux State Forest is a large public forest and recreation area in south-central Pennsylvania known for its rugged Appalachian terrain, extensive trail system, and diverse wildlife habitat.
-
B.
Stokes State Forest
Stokes State Forest is a large public forest and recreation area in northwestern New Jersey known for its hiking trails, scenic vistas, and diverse woodland landscapes.
-
C.
Twin Rivers State Forest
Twin Rivers State Forest is a protected natural area in northern Florida known for its riverine landscapes, diverse wildlife habitats, and opportunities for outdoor recreation such as hiking, hunting, and fishing.
-
D.
Capitol State Forest
Capitol State Forest is a large, publicly managed forest in western Washington known for its working timberlands, extensive trail system, and outdoor recreation opportunities.
-
E.
Belleplain State Forest
Belleplain State Forest is a protected natural area in southern New Jersey known for its pine-oak forests, wildlife habitats, and outdoor recreation opportunities such as camping, hiking, and boating.
- 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: Manning State Forest Triple: [Billerica, Massachusetts, hasRecreationArea, Manning State Forest]
Generated description
Manning State Forest is a public woodland and recreation area in Billerica, Massachusetts, offering outdoor activities such as hiking and nature observation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manning State Forest Target entity description: Manning State Forest is a public woodland and recreation area in Billerica, Massachusetts, offering outdoor activities such as hiking and nature observation.
-
A.
Michaux State Forest
Michaux State Forest is a large public forest and recreation area in south-central Pennsylvania known for its rugged Appalachian terrain, extensive trail system, and diverse wildlife habitat.
-
B.
Stokes State Forest
Stokes State Forest is a large public forest and recreation area in northwestern New Jersey known for its hiking trails, scenic vistas, and diverse woodland landscapes.
-
C.
Twin Rivers State Forest
Twin Rivers State Forest is a protected natural area in northern Florida known for its riverine landscapes, diverse wildlife habitats, and opportunities for outdoor recreation such as hiking, hunting, and fishing.
-
D.
Capitol State Forest
Capitol State Forest is a large, publicly managed forest in western Washington known for its working timberlands, extensive trail system, and outdoor recreation opportunities.
-
E.
Belleplain State Forest
Belleplain State Forest is a protected natural area in southern New Jersey known for its pine-oak forests, wildlife habitats, and outdoor recreation opportunities such as camping, hiking, and boating.
- 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_69ad8b16c3488190b47b6aa7a59a335b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad99dcdb00819092ca5f10396408e0 |
completed | March 8, 2026, 3:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e3654388190beeb1c6b2a629b85 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12f26a8d08190be6023fb7e3ddee9 |
completed | March 11, 2026, 9 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb268d9881908766e50524b208cc |
completed | March 11, 2026, 8:05 p.m. |
Created at: March 8, 2026, 2:59 p.m.