Triple
T4389464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leominster, Massachusetts |
E99325
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object | Massachusetts Route 117 |
E99455
|
NE FINISHED |
How this triple was built (2 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 117 | Statement: [Leominster, Massachusetts, hasMajorHighway, Massachusetts Route 117]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts Route 117 Context triple: [Leominster, Massachusetts, hasMajorHighway, Massachusetts Route 117]
-
A.
Massachusetts Route 117
chosen
Massachusetts Route 117 is a state highway in Massachusetts that runs east–west through several communities in the Greater Boston area.
-
B.
Massachusetts Route 111
Massachusetts Route 111 is a state highway in Massachusetts that runs generally northwest–southeast, linking several suburban communities to larger regional routes and interstates.
-
C.
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.
-
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 116
Massachusetts Route 116 is a state highway in western Massachusetts that runs through several towns including Amherst and South Hadley, connecting rural areas with major regional routes and institutions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35282cb2c8190856da20bb87e88ff |
completed | March 12, 2026, 11:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a127b0e48190880ee84f45bed359 |
completed | March 23, 2026, 2:10 a.m. |
Created at: March 12, 2026, 11:19 p.m.