Triple
T2665382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rochester Hills |
E55621
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
M-59 freeway
The M-59 freeway is a major east–west highway in southeastern Michigan that serves as a key commuter and commercial route through suburbs north of Detroit.
|
E366675
|
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: M-59 freeway | Statement: [Rochester Hills, locatedNear, M-59 freeway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-59 freeway Context triple: [Rochester Hills, locatedNear, M-59 freeway]
-
A.
M-7 highway
The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
-
B.
O-1 motorway
The O-1 motorway is a major urban highway in Istanbul that forms part of the city’s inner ring road system and crosses the Bosporus via the Bosporus Bridge, linking the European and Asian sides.
-
C.
M-1 highway
The M-1 highway is a major Russian federal road that connects Moscow with the border of Belarus as part of the international route between Moscow and Western Europe.
-
D.
M10 highway
The M10 highway is a major Russian federal road that connects Moscow and Saint Petersburg, passing through cities such as Tver.
-
E.
M-3 highway
The M-3 highway is a major Russian federal road that connects Moscow with the southwestern regions of the country and onward toward the border with Ukraine.
- 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: M-59 freeway Triple: [Rochester Hills, locatedNear, M-59 freeway]
Generated description
The M-59 freeway is a major east–west highway in southeastern Michigan that serves as a key commuter and commercial route through suburbs north of Detroit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-59 freeway Target entity description: The M-59 freeway is a major east–west highway in southeastern Michigan that serves as a key commuter and commercial route through suburbs north of Detroit.
-
A.
M-7 highway
The M-7 highway is a major federal road in Russia that connects Moscow with key cities in the Volga region and further toward the Ural area, serving as an important eastward transport corridor.
-
B.
O-1 motorway
The O-1 motorway is a major urban highway in Istanbul that forms part of the city’s inner ring road system and crosses the Bosporus via the Bosporus Bridge, linking the European and Asian sides.
-
C.
M-1 highway
The M-1 highway is a major Russian federal road that connects Moscow with the border of Belarus as part of the international route between Moscow and Western Europe.
-
D.
M10 highway
The M10 highway is a major Russian federal road that connects Moscow and Saint Petersburg, passing through cities such as Tver.
-
E.
M-3 highway
The M-3 highway is a major Russian federal road that connects Moscow with the southwestern regions of the country and onward toward the border with Ukraine.
- 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_69ab49e54de48190be708cd1cf8be073 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96ed2748190a4feae98199b459d |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38ba25b48819095d21bf9d2276042 |
completed | March 13, 2026, 3:59 a.m. |
| NEDg | Description generation | batch_69b38c209d8c8190b644c8861d8874e3 |
completed | March 13, 2026, 4:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38c939c948190a137d79030d9c8d1 |
completed | March 13, 2026, 4:03 a.m. |
Created at: March 6, 2026, 9:54 p.m.