Triple
T4441444
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 5 in Massachusetts |
E95778
|
entity |
| Predicate | overlapsWith |
P1867
|
FINISHED |
| Object |
Massachusetts Route 10 in Northampton area
Massachusetts Route 10 in the Northampton area is a state highway in western Massachusetts that serves as a key north–south connector through Northampton and nearby communities.
|
E439284
|
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 Route 10 in Northampton area | Statement: [U.S. Route 5 in Massachusetts, overlapsWith, Massachusetts Route 10 in Northampton area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 10 in Northampton area Context triple: [U.S. Route 5 in Massachusetts, overlapsWith, Massachusetts Route 10 in Northampton area]
-
A.
Massachusetts Route 109
Massachusetts Route 109 is a state highway in eastern Massachusetts that runs west–east from Milford to Boston, serving several communities in Norfolk County along the way.
-
B.
Massachusetts Route 110
Massachusetts Route 110 is an east–west state highway in northeastern Massachusetts that connects several Merrimack Valley communities, including Lawrence, through a mix of urban and suburban corridors.
-
C.
Massachusetts Route 107
Massachusetts Route 107 is a state highway in northeastern Massachusetts that runs through cities such as Lynn and Revere, connecting local communities and providing access to the North Shore region.
-
D.
Massachusetts Route 119
Massachusetts Route 119 is a state highway in Massachusetts that runs east–west through several north-central communities, connecting suburban towns to the New Hampshire border.
-
E.
Massachusetts Route 117
Massachusetts Route 117 is a state highway in Massachusetts that runs east–west through several communities in the Greater Boston area.
- 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 Route 10 in Northampton area Triple: [U.S. Route 5 in Massachusetts, overlapsWith, Massachusetts Route 10 in Northampton area]
Generated description
Massachusetts Route 10 in the Northampton area is a state highway in western Massachusetts that serves as a key north–south connector through Northampton and nearby communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 10 in Northampton area Target entity description: Massachusetts Route 10 in the Northampton area is a state highway in western Massachusetts that serves as a key north–south connector through Northampton and nearby communities.
-
A.
Massachusetts Route 109
Massachusetts Route 109 is a state highway in eastern Massachusetts that runs west–east from Milford to Boston, serving several communities in Norfolk County along the way.
-
B.
Massachusetts Route 110
Massachusetts Route 110 is an east–west state highway in northeastern Massachusetts that connects several Merrimack Valley communities, including Lawrence, through a mix of urban and suburban corridors.
-
C.
Massachusetts Route 107
Massachusetts Route 107 is a state highway in northeastern Massachusetts that runs through cities such as Lynn and Revere, connecting local communities and providing access to the North Shore region.
-
D.
Massachusetts Route 119
Massachusetts Route 119 is a state highway in Massachusetts that runs east–west through several north-central communities, connecting suburban towns to the New Hampshire border.
-
E.
Massachusetts Route 117
Massachusetts Route 117 is a state highway in Massachusetts that runs east–west through several communities in the Greater Boston area.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355ad71588190b1dcad4250472c29 |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b61380fca08190bf036a7d82cee0e7 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b6143adefc81908f6c639906e0fd1a |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b614b00dbc8190a7ea0477bedbc96a |
completed | March 15, 2026, 2:08 a.m. |
Created at: March 12, 2026, 11:32 p.m.