Triple
T22919695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mack family |
E568825
|
entity |
| Predicate | associatedCompany |
P629
|
FINISHED |
| Object |
Mack Solutions
Mack Solutions is a business enterprise owned and operated by the Mack family, providing professional services under their family brand.
|
E1561869
|
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: Mack Solutions | Statement: [Mack family, associatedCompany, Mack Solutions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mack Solutions Context triple: [Mack family, associatedCompany, Mack Solutions]
-
A.
Mack Trucks
Mack Trucks is a historic American truck manufacturing company best known for its heavy-duty commercial vehicles and iconic bulldog logo.
-
B.
Mack Group
Mack Group is a German family-owned holding company best known for its involvement in amusement ride manufacturing and theme park operations, including ownership of Mack Rides and Europa-Park.
-
C.
Navistar International Corporation
Navistar International Corporation is a major American manufacturer of commercial trucks, buses, and diesel engines, best known for its International brand of vehicles.
-
D.
Marshall Fleet Solutions
Marshall Fleet Solutions is a UK-based company specializing in transport refrigeration, tail lift services, and fleet management solutions for commercial vehicles.
-
E.
Rockwell trucks
Rockwell trucks are a type of railcar bogie assembly used on New York City’s R46 subway cars, designed to support and guide the cars along the tracks.
- 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: Mack Solutions Triple: [Mack family, associatedCompany, Mack Solutions]
Generated description
Mack Solutions is a business enterprise owned and operated by the Mack family, providing professional services under their family brand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mack Solutions Target entity description: Mack Solutions is a business enterprise owned and operated by the Mack family, providing professional services under their family brand.
-
A.
Mack Trucks
Mack Trucks is a historic American truck manufacturing company best known for its heavy-duty commercial vehicles and iconic bulldog logo.
-
B.
Mack Group
Mack Group is a German family-owned holding company best known for its involvement in amusement ride manufacturing and theme park operations, including ownership of Mack Rides and Europa-Park.
-
C.
Navistar International Corporation
Navistar International Corporation is a major American manufacturer of commercial trucks, buses, and diesel engines, best known for its International brand of vehicles.
-
D.
Marshall Fleet Solutions
Marshall Fleet Solutions is a UK-based company specializing in transport refrigeration, tail lift services, and fleet management solutions for commercial vehicles.
-
E.
Rockwell trucks
Rockwell trucks are a type of railcar bogie assembly used on New York City’s R46 subway cars, designed to support and guide the cars along the tracks.
- 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_69e2458d90c88190a58cead4e781ca6a |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f180d316188190901d9356c07110e3 |
completed | April 29, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bc242d8188190b8c4fba17337d787 |
completed | May 19, 2026, 1:52 a.m. |
| NEDg | Description generation | batch_6a0bc2ea198081909fac3f91b13e444d |
completed | May 19, 2026, 1:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bc36ee72c81908bb65de9d23a2c13 |
completed | May 19, 2026, 1:57 a.m. |
Created at: April 17, 2026, 3:42 p.m.