Triple
T4425205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PettingZoo |
E95191
|
entity |
| Predicate | hasAPIStyle |
P31951
|
FINISHED |
| Object |
AEC API
AEC API is an agent-environment cycle programming interface style used in PettingZoo for turn-based multi-agent reinforcement learning environments.
|
E438348
|
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: AEC API | Statement: [PettingZoo, hasAPIStyle, AEC API]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AEC API Context triple: [PettingZoo, hasAPIStyle, AEC API]
-
A.
AEC
AEC was the common abbreviation for the United States Atomic Energy Commission, the federal agency that oversaw nuclear energy development and regulation in the mid-20th century.
-
B.
AEC
AEC is a European network and advocacy organization representing higher music education institutions such as conservatoires, academies, and music universities.
-
C.
AEC
AEC is the independent federal agency responsible for conducting national elections and maintaining the electoral roll in Australia.
-
D.
AEC
AEC is a regional economic integration initiative among ASEAN member states aimed at creating a single market and production base to enhance competitiveness and economic growth in Southeast Asia.
-
E.
ATEC
ATEC is a U.S. Army command responsible for testing and evaluating military equipment, systems, and technologies to ensure they are effective and reliable for operational use.
- 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: AEC API Triple: [PettingZoo, hasAPIStyle, AEC API]
Generated description
AEC API is an agent-environment cycle programming interface style used in PettingZoo for turn-based multi-agent reinforcement learning environments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AEC API Target entity description: AEC API is an agent-environment cycle programming interface style used in PettingZoo for turn-based multi-agent reinforcement learning environments.
-
A.
AEC
AEC was the common abbreviation for the United States Atomic Energy Commission, the federal agency that oversaw nuclear energy development and regulation in the mid-20th century.
-
B.
AEC
AEC is a European network and advocacy organization representing higher music education institutions such as conservatoires, academies, and music universities.
-
C.
AEC
AEC is a regional economic integration initiative among ASEAN member states aimed at creating a single market and production base to enhance competitiveness and economic growth in Southeast Asia.
-
D.
AEC
AEC is the independent federal agency responsible for conducting national elections and maintaining the electoral roll in Australia.
-
E.
ATEC
ATEC is a U.S. Army command responsible for testing and evaluating military equipment, systems, and technologies to ensure they are effective and reliable for operational use.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35640269c8190a88fc6b59070561b |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f633a69c8190b062c2a78b0f8319 |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f6bcfa0481909d07ffb2a975a350 |
completed | March 15, 2026, 12:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f733c660819081c68dc3ec342e12 |
completed | March 15, 2026, 12:02 a.m. |
Created at: March 12, 2026, 11:30 p.m.