Triple
T7540084
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert C. Martin |
E178251
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Object Mentor Inc.
Object Mentor Inc. is a software consulting and training company known for promoting agile development practices, clean code principles, and software craftsmanship.
|
E672062
|
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: Object Mentor Inc. | Statement: [Robert C. Martin, founded, Object Mentor Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Object Mentor Inc. Context triple: [Robert C. Martin, founded, Object Mentor Inc.]
-
A.
Obvious Corporation
Obvious Corporation was the early holding company and development vehicle created by Twitter’s founders that incubated and spun out Twitter as an independent company.
-
B.
Osterman Weekend Associates
Osterman Weekend Associates is the production company formed to produce the 1983 thriller film "The Osterman Weekend," directed by Sam Peckinpah.
-
C.
Stratton Oakmont
Stratton Oakmont was a notorious Long Island-based brokerage firm known for its aggressive “pump and dump” stock schemes and central role in the securities fraud case involving Jordan Belfort.
-
D.
Omni-Tech
Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
-
E.
Mirage Enterprises
Mirage Enterprises is a film production company best known for producing acclaimed movies such as the Academy Award–winning drama "Out of Africa."
- 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: Object Mentor Inc. Triple: [Robert C. Martin, founded, Object Mentor Inc.]
Generated description
Object Mentor Inc. is a software consulting and training company known for promoting agile development practices, clean code principles, and software craftsmanship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Object Mentor Inc. Target entity description: Object Mentor Inc. is a software consulting and training company known for promoting agile development practices, clean code principles, and software craftsmanship.
-
A.
Obvious Corporation
Obvious Corporation was the early holding company and development vehicle created by Twitter’s founders that incubated and spun out Twitter as an independent company.
-
B.
Osterman Weekend Associates
Osterman Weekend Associates is the production company formed to produce the 1983 thriller film "The Osterman Weekend," directed by Sam Peckinpah.
-
C.
Stratton Oakmont
Stratton Oakmont was a notorious Long Island-based brokerage firm known for its aggressive “pump and dump” stock schemes and central role in the securities fraud case involving Jordan Belfort.
-
D.
Omni-Tech
Omni-Tech is Columbia Sportswear’s proprietary waterproof-breathable fabric technology designed to keep wearers dry and comfortable in harsh weather conditions.
-
E.
Mirage Enterprises
Mirage Enterprises is a film production company best known for producing acclaimed movies such as the Academy Award–winning drama "Out of Africa."
- 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_69c69f2be3888190a6667a27f8f195e9 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f873b17081908bb70aea0010d072 |
completed | March 27, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c84f18e4dc81909ecd73b2b06b8d9c |
completed | March 28, 2026, 9:58 p.m. |
| NEDg | Description generation | batch_69c853bc094c8190ba4e7ecb069c2c02 |
completed | March 28, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c85412e6308190893a500e2395bd94 |
completed | March 28, 2026, 10:20 p.m. |
Created at: March 27, 2026, 3:48 p.m.