Triple
T2313328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PEP 0 |
E51006
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Provisional PEPs
Provisional PEPs are a category of Python Enhancement Proposals that introduce features or changes on a trial basis, allowing them to be tested and refined before being fully accepted or rejected.
|
E255501
|
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: Provisional PEPs | Statement: [PEP 0, hasSection, Provisional PEPs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Provisional PEPs Context triple: [PEP 0, hasSection, Provisional PEPs]
-
A.
Presidential Elections Committee (eligibility vetting)
The Presidential Elections Committee (eligibility vetting) is the body in Singapore responsible for assessing and certifying whether prospective presidential candidates meet the constitutional and statutory eligibility requirements to stand for election.
-
B.
Panel of Experts
The Panel of Experts is a group of specialists appointed by the United Nations to monitor, investigate, and report on the implementation and impact of specific UN sanctions regimes.
-
C.
Denied Persons List
The Denied Persons List is a U.S. government trade-restriction list identifying individuals and entities prohibited from participating in export-related activities.
-
D.
Assembly of Experts
The Assembly of Experts is a powerful Iranian clerical body responsible for selecting, overseeing, and theoretically dismissing the country’s Supreme Leader.
-
E.
Permanent Bureau
The Permanent Bureau was the central administrative body responsible for coordinating and managing the ongoing work of the International Institute of Agriculture.
- 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: Provisional PEPs Triple: [PEP 0, hasSection, Provisional PEPs]
Generated description
Provisional PEPs are a category of Python Enhancement Proposals that introduce features or changes on a trial basis, allowing them to be tested and refined before being fully accepted or rejected.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Provisional PEPs Target entity description: Provisional PEPs are a category of Python Enhancement Proposals that introduce features or changes on a trial basis, allowing them to be tested and refined before being fully accepted or rejected.
-
A.
Presidential Elections Committee (eligibility vetting)
The Presidential Elections Committee (eligibility vetting) is the body in Singapore responsible for assessing and certifying whether prospective presidential candidates meet the constitutional and statutory eligibility requirements to stand for election.
-
B.
Panel of Experts
The Panel of Experts is a group of specialists appointed by the United Nations to monitor, investigate, and report on the implementation and impact of specific UN sanctions regimes.
-
C.
Denied Persons List
The Denied Persons List is a U.S. government trade-restriction list identifying individuals and entities prohibited from participating in export-related activities.
-
D.
Assembly of Experts
The Assembly of Experts is a powerful Iranian clerical body responsible for selecting, overseeing, and theoretically dismissing the country’s Supreme Leader.
-
E.
Permanent Bureau
The Permanent Bureau was the central administrative body responsible for coordinating and managing the ongoing work of the International Institute of Agriculture.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc61c1ef08190911d5f58c2e91189 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae895f5420819087b403e9772dce9a |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8af65eb88190b17d74e7411967cc |
completed | March 9, 2026, 8:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8ba02cec8190917c0e17d3fedb0e |
completed | March 9, 2026, 8:58 a.m. |
Created at: March 4, 2026, 7:49 p.m.