Triple
T1002376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haverhill |
E21631
|
entity |
| Predicate | isServedByHighway |
P385
|
FINISHED |
| Object |
Massachusetts Route 97
Massachusetts Route 97 is a north–south state highway in northeastern Massachusetts that connects several communities from the New Hampshire border down toward the Merrimack Valley region.
|
E241489
|
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 97 | Statement: [Haverhill, isServedByHighway, Massachusetts Route 97]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 97 Context triple: [Haverhill, isServedByHighway, Massachusetts Route 97]
-
A.
Massachusetts Route 9
Massachusetts Route 9 is a major east–west state highway in Massachusetts that serves as a key arterial route connecting Boston with numerous western suburbs and communities.
-
B.
Massachusetts Route 85
Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
-
C.
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.
-
D.
Massachusetts Route 24
Massachusetts Route 24 is a major north–south highway in southeastern Massachusetts that links the Boston metropolitan area with cities such as Brockton, Taunton, and Fall River.
-
E.
Massachusetts Route 140
Massachusetts Route 140 is a state highway in Massachusetts that runs generally north–south, linking several cities and towns in the southeastern and central parts of the state.
- 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 97 Triple: [Haverhill, isServedByHighway, Massachusetts Route 97]
Generated description
Massachusetts Route 97 is a north–south state highway in northeastern Massachusetts that connects several communities from the New Hampshire border down toward the Merrimack Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 97 Target entity description: Massachusetts Route 97 is a north–south state highway in northeastern Massachusetts that connects several communities from the New Hampshire border down toward the Merrimack Valley region.
-
A.
Massachusetts Route 9
Massachusetts Route 9 is a major east–west state highway in Massachusetts that serves as a key arterial route connecting Boston with numerous western suburbs and communities.
-
B.
Massachusetts Route 85
Massachusetts Route 85 is a north–south state highway in eastern Massachusetts that runs through communities such as Milford, Hopkinton, and Hudson, providing local access parallel to Interstate 495.
-
C.
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.
-
D.
Massachusetts Route 24
Massachusetts Route 24 is a major north–south highway in southeastern Massachusetts that links the Boston metropolitan area with cities such as Brockton, Taunton, and Fall River.
-
E.
Massachusetts Route 140
Massachusetts Route 140 is a state highway in Massachusetts that runs generally north–south, linking several cities and towns in the southeastern and central parts of the state.
- 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_69a493c53e648190ae8cb76c433fd9a7 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4fcbc04819098d2125518f62ae7 |
completed | March 1, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5d73c10c8190a059c3ae6b3a6279 |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e027ea48190a052556d43c39f73 |
completed | March 9, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ea4edcc81908829e4bd64ce0aea |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 1, 2026, 7:41 p.m.