Triple
T10415988
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PPG Industries |
E245516
|
entity |
| Predicate | acquired |
P2511
|
FINISHED |
| Object |
Ennis-Flint
Ennis-Flint is a leading manufacturer of pavement marking and traffic safety materials, including road striping paints and thermoplastics, serving transportation infrastructure markets worldwide.
|
E862254
|
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: Ennis-Flint | Statement: [PPG Industries, acquired, Ennis-Flint]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ennis-Flint Context triple: [PPG Industries, acquired, Ennis-Flint]
-
A.
Ennis
Ennis is a town in County Clare, Ireland, historically notable as a parliamentary constituency represented in the UK Parliament.
-
B.
Ennis
Ennis is a small Texas city known for its historic downtown, annual Bluebonnet Trails Festival, and location along major transportation routes south of Dallas.
-
C.
Ennis-Hill
Ennis-Hill is the hyphenated surname of British heptathlete and Olympic champion Jessica Ennis-Hill, adopted after her marriage.
-
D.
Hallglen
Hallglen is a residential area and housing estate within the town of Falkirk in central Scotland.
-
E.
Brimley
Brimley is a surname most notably associated with American actor Wilford Brimley, known for his roles in film, television, and commercials.
- 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: Ennis-Flint Triple: [PPG Industries, acquired, Ennis-Flint]
Generated description
Ennis-Flint is a leading manufacturer of pavement marking and traffic safety materials, including road striping paints and thermoplastics, serving transportation infrastructure markets worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ennis-Flint Target entity description: Ennis-Flint is a leading manufacturer of pavement marking and traffic safety materials, including road striping paints and thermoplastics, serving transportation infrastructure markets worldwide.
-
A.
Ennis
Ennis is a town in County Clare, Ireland, historically notable as a parliamentary constituency represented in the UK Parliament.
-
B.
Ennis
Ennis is a small Texas city known for its historic downtown, annual Bluebonnet Trails Festival, and location along major transportation routes south of Dallas.
-
C.
Ennis-Hill
Ennis-Hill is the hyphenated surname of British heptathlete and Olympic champion Jessica Ennis-Hill, adopted after her marriage.
-
D.
Hallglen
Hallglen is a residential area and housing estate within the town of Falkirk in central Scotland.
-
E.
Brimley
Brimley is a surname most notably associated with American actor Wilford Brimley, known for his roles in film, television, and commercials.
- 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_69d381be340c8190b05998703d42d224 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4ea108fec8190819423630888fa2b |
completed | April 7, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fc0dd480819082edcc49a245ad4f |
completed | April 9, 2026, 7:20 p.m. |
| NEDg | Description generation | batch_69d822d6a0188190a7ee6de5aab50486 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859e40bf88190a6dc8deed3049d31 |
completed | April 10, 2026, 2:01 a.m. |
Created at: April 6, 2026, 12:10 p.m.