Triple
T8823118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PTC Creo |
E209952
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
PTC Inc.
PTC Inc. is an American software company best known for its computer-aided design (CAD), product lifecycle management (PLM), and industrial Internet of Things (IIoT) solutions for manufacturing and engineering.
|
E758482
|
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: PTC Inc. | Statement: [PTC Creo, developer, PTC Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PTC Inc. Context triple: [PTC Creo, developer, PTC Inc.]
-
A.
PTC Therapeutics
PTC Therapeutics is a biopharmaceutical company focused on developing small-molecule and RNA-based therapies for rare genetic disorders and other serious diseases.
-
B.
PTC
PTC is a Permanent Technical Committee, typically a standing expert group responsible for developing and maintaining technical standards or guidelines within a specific domain.
-
C.
PTC
PTC is an advanced safety system used on railroads to automatically prevent train collisions, overspeed derailments, and other dangerous movements.
-
D.
Shapeware Corporation
Shapeware Corporation was the original software company that created the diagramming application later known as Microsoft Visio.
-
E.
Koch Engineered Solutions
Koch Engineered Solutions is an industrial technology and engineering company that provides process, pollution control, and optimization solutions across energy, chemical, and manufacturing sectors.
- 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: PTC Inc. Triple: [PTC Creo, developer, PTC Inc.]
Generated description
PTC Inc. is an American software company best known for its computer-aided design (CAD), product lifecycle management (PLM), and industrial Internet of Things (IIoT) solutions for manufacturing and engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PTC Inc. Target entity description: PTC Inc. is an American software company best known for its computer-aided design (CAD), product lifecycle management (PLM), and industrial Internet of Things (IIoT) solutions for manufacturing and engineering.
-
A.
PTC Therapeutics
PTC Therapeutics is a biopharmaceutical company focused on developing small-molecule and RNA-based therapies for rare genetic disorders and other serious diseases.
-
B.
PTC
PTC is an advanced safety system used on railroads to automatically prevent train collisions, overspeed derailments, and other dangerous movements.
-
C.
PTC
PTC is a Permanent Technical Committee, typically a standing expert group responsible for developing and maintaining technical standards or guidelines within a specific domain.
-
D.
Shapeware Corporation
Shapeware Corporation was the original software company that created the diagramming application later known as Microsoft Visio.
-
E.
Koch Engineered Solutions
Koch Engineered Solutions is an industrial technology and engineering company that provides process, pollution control, and optimization solutions across energy, chemical, and manufacturing sectors.
- 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_69ca8364e13081909c85fe80f44fe86f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc6030b25081909d67488b35a72e05 |
completed | April 1, 2026, midnight |
| NED1 | Entity disambiguation (via context triple) | batch_69cf6fd3b3348190a63bfd29860cc95f |
completed | April 3, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69cf70ca613c8190bcebec47f8cdfc55 |
completed | April 3, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf7235c954819096a51e75f2fb6240 |
completed | April 3, 2026, 7:54 a.m. |
Created at: March 30, 2026, 6:46 p.m.