Triple
T7386914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herb Sutter |
E170403
|
entity |
| Predicate | hasSpokenAt |
P10206
|
FINISHED |
| Object |
C++Now conference
The C++Now conference is an annual, community-driven gathering focused on advanced C++ development, featuring in-depth technical talks, workshops, and discussions by leading experts in the language.
|
E660915
|
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: C++Now conference | Statement: [Herb Sutter, hasSpokenAt, C++Now conference]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: C++Now conference Context triple: [Herb Sutter, hasSpokenAt, C++Now conference]
-
A.
OSCON open source convention
OSCON (Open Source Convention) is a major annual technology conference focused on open source software, drawing developers, technologists, and business leaders for talks, tutorials, and community collaboration.
-
B.
CHI Conference
The CHI Conference is a premier annual international academic conference focused on human–computer interaction and human factors in computing systems.
-
C.
OpenJS World conference
OpenJS World conference is a major annual event focused on JavaScript and open source web technologies, bringing together developers, maintainers, and industry leaders from across the OpenJS ecosystem.
-
D.
BarCamp
BarCamp is an open, participatory “unconference” format where attendees collaboratively set the agenda and share knowledge through informal sessions.
-
E.
Game Developers Conference
The Game Developers Conference is a major annual professional event where video game creators, programmers, artists, and industry leaders gather for talks, networking, and showcasing new technologies and games.
- 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: C++Now conference Triple: [Herb Sutter, hasSpokenAt, C++Now conference]
Generated description
The C++Now conference is an annual, community-driven gathering focused on advanced C++ development, featuring in-depth technical talks, workshops, and discussions by leading experts in the language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: C++Now conference Target entity description: The C++Now conference is an annual, community-driven gathering focused on advanced C++ development, featuring in-depth technical talks, workshops, and discussions by leading experts in the language.
-
A.
OSCON open source convention
OSCON (Open Source Convention) is a major annual technology conference focused on open source software, drawing developers, technologists, and business leaders for talks, tutorials, and community collaboration.
-
B.
CHI Conference
The CHI Conference is a premier annual international academic conference focused on human–computer interaction and human factors in computing systems.
-
C.
OpenJS World conference
OpenJS World conference is a major annual event focused on JavaScript and open source web technologies, bringing together developers, maintainers, and industry leaders from across the OpenJS ecosystem.
-
D.
BarCamp
BarCamp is an open, participatory “unconference” format where attendees collaboratively set the agenda and share knowledge through informal sessions.
-
E.
Game Developers Conference
The Game Developers Conference is a major annual professional event where video game creators, programmers, artists, and industry leaders gather for talks, networking, and showcasing new technologies and games.
- 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_69c68a5e2c9081909e713ce866e0060a |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1f2bac481908ac74069182a4ce4 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802e56fb48190976612d2a94d6ee5 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c803707cec8190bb474c959ef93d48 |
completed | March 28, 2026, 4:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c803ed9ec4819090a9481954060769 |
completed | March 28, 2026, 4:38 p.m. |
Created at: March 27, 2026, 3:08 p.m.