Triple
T5967999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montcalm County, Michigan |
E132799
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
M-57
M-57 is an east–west state trunkline highway in Michigan that serves as a regional connector across several counties, including Montcalm County.
|
E559401
|
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-57 | Statement: [Montcalm County, Michigan, hasMajorHighway, M-57]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M-57 Context triple: [Montcalm County, Michigan, hasMajorHighway, M-57]
-
A.
M-53
M-53 is a state highway in Michigan that runs north–south through the Detroit metropolitan area and into Michigan’s Thumb region.
-
B.
Hughes MD 500 series
The Hughes MD 500 series is a family of light, multi-purpose civilian and military helicopters known for their agility, reliability, and widespread use in roles such as law enforcement, utility work, and training.
-
C.
Bell 407
The Bell 407 is a popular four-blade, single-engine civil utility helicopter widely used for corporate transport, emergency medical services, law enforcement, and utility missions.
-
D.
Martin N-20
The Martin N-20 is a high-end nylon-string acoustic guitar by C.F. Martin & Co., best known for being played by Willie Nelson as his iconic instrument "Trigger."
-
E.
Folland Midge
The Folland Midge was a British lightweight jet fighter and trainer prototype developed in the early 1950s that served as the precursor to the more famous Folland Gnat.
- 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-57 Triple: [Montcalm County, Michigan, hasMajorHighway, M-57]
Generated description
M-57 is an east–west state trunkline highway in Michigan that serves as a regional connector across several counties, including Montcalm County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M-57 Target entity description: M-57 is an east–west state trunkline highway in Michigan that serves as a regional connector across several counties, including Montcalm County.
-
A.
M-53
M-53 is a state highway in Michigan that runs north–south through the Detroit metropolitan area and into Michigan’s Thumb region.
-
B.
Hughes MD 500 series
The Hughes MD 500 series is a family of light, multi-purpose civilian and military helicopters known for their agility, reliability, and widespread use in roles such as law enforcement, utility work, and training.
-
C.
Bell 407
The Bell 407 is a popular four-blade, single-engine civil utility helicopter widely used for corporate transport, emergency medical services, law enforcement, and utility missions.
-
D.
Martin N-20
The Martin N-20 is a high-end nylon-string acoustic guitar by C.F. Martin & Co., best known for being played by Willie Nelson as his iconic instrument "Trigger."
-
E.
Folland Midge
The Folland Midge was a British lightweight jet fighter and trainer prototype developed in the early 1950s that served as the precursor to the more famous Folland Gnat.
- 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_69c0086deab081908550159ca23eec9b |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03a3f612481908744cb645f2ede1d |
completed | March 22, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0e3ff62f08190be56bb9c450c9647 |
completed | March 23, 2026, 6:55 a.m. |
| NEDg | Description generation | batch_69c0f61d80808190913b425c3c57f990 |
completed | March 23, 2026, 8:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0f6a75b908190b35d13b9593cf21f |
completed | March 23, 2026, 8:15 a.m. |
Created at: March 22, 2026, 4:03 p.m.