Triple
T9004207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brad Cox |
E215102
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Stepstone
Stepstone is a company that employed computer scientist Brad Cox, co-creator of the Objective-C programming language.
|
E770639
|
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: Stepstone | Statement: [Brad Cox, employer, Stepstone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stepstone Context triple: [Brad Cox, employer, Stepstone]
-
A.
Jordan Staircase
The Jordan Staircase is a grand, richly decorated ceremonial staircase in the Winter Palace in Saint Petersburg, renowned for its opulent Baroque architecture and role in imperial court rituals.
-
B.
Wain Stones
Wain Stones is a distinctive gritstone rock outcrop on the Bleaklow plateau in England’s Peak District, popular with hikers for its striking formations and expansive moorland views.
-
C.
South Brink
South Brink is a historic riverside street in Wisbech, Cambridgeshire, known for its elegant Georgian architecture overlooking the River Nene.
-
D.
Giant Stairway
The Giant Stairway is a steep walking track in the Blue Mountains of New South Wales, Australia, that descends from the Three Sisters near Echo Point into the Jamison Valley via hundreds of steps and ladders.
-
E.
Stone Junction
Stone Junction is a music project or release by the hip hop duo Audio Push, showcasing their style and artistic identity.
- 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: Stepstone Triple: [Brad Cox, employer, Stepstone]
Generated description
Stepstone is a company that employed computer scientist Brad Cox, co-creator of the Objective-C programming language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stepstone Target entity description: Stepstone is a company that employed computer scientist Brad Cox, co-creator of the Objective-C programming language.
-
A.
Jordan Staircase
The Jordan Staircase is a grand, richly decorated ceremonial staircase in the Winter Palace in Saint Petersburg, renowned for its opulent Baroque architecture and role in imperial court rituals.
-
B.
Wain Stones
Wain Stones is a distinctive gritstone rock outcrop on the Bleaklow plateau in England’s Peak District, popular with hikers for its striking formations and expansive moorland views.
-
C.
South Brink
South Brink is a historic riverside street in Wisbech, Cambridgeshire, known for its elegant Georgian architecture overlooking the River Nene.
-
D.
Giant Stairway
The Giant Stairway is a steep walking track in the Blue Mountains of New South Wales, Australia, that descends from the Three Sisters near Echo Point into the Jamison Valley via hundreds of steps and ladders.
-
E.
Stone Junction
Stone Junction is a music project or release by the hip hop duo Audio Push, showcasing their style and artistic identity.
- 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_69ca83a12d648190b1e4fe11e8a31890 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6959497c8190a748c78504dd2eb6 |
completed | April 1, 2026, 12:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd0e3f0c88190ae688632be25e5c9 |
completed | April 3, 2026, 2:38 p.m. |
| NEDg | Description generation | batch_69cfd17e5850819087fbb60fdc612fd9 |
completed | April 3, 2026, 2:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd215204c8190886cc071f100aab6 |
completed | April 3, 2026, 2:43 p.m. |
Created at: March 30, 2026, 7:05 p.m.