Triple
T7106091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Novichok nerve agent |
E165586
|
entity |
| Predicate | developedUnderProgram |
P9101
|
FINISHED |
| Object |
Foliant program
The Foliant program was a secret Soviet and later Russian chemical weapons research initiative that developed advanced nerve agents, including the Novichok series.
|
E642014
|
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: Foliant program | Statement: [Novichok nerve agent, developedUnderProgram, Foliant program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Foliant program Context triple: [Novichok nerve agent, developedUnderProgram, Foliant program]
-
A.
Phocus
Phocus is a minor figure in Greek mythology known primarily as a descendant of the Corinthian royal line.
-
B.
Gutenberg
Gutenberg is the block-based content editor introduced in WordPress to enable more flexible, visual page and post creation.
-
C.
FLEX
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
-
D.
FALA
FALA is the ICAO airport code for Lanseria International Airport, a major privately owned international airport serving the Johannesburg region in South Africa.
-
E.
Faber and Faber digital operations
Faber and Faber digital operations is the division of the British publishing house Faber and Faber responsible for managing and developing its digital publishing, distribution, and related technology initiatives.
- 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: Foliant program Triple: [Novichok nerve agent, developedUnderProgram, Foliant program]
Generated description
The Foliant program was a secret Soviet and later Russian chemical weapons research initiative that developed advanced nerve agents, including the Novichok series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Foliant program Target entity description: The Foliant program was a secret Soviet and later Russian chemical weapons research initiative that developed advanced nerve agents, including the Novichok series.
-
A.
Phocus
Phocus is a minor figure in Greek mythology known primarily as a descendant of the Corinthian royal line.
-
B.
Gutenberg
Gutenberg is the block-based content editor introduced in WordPress to enable more flexible, visual page and post creation.
-
C.
FLEX
FLEX is a flexible, demand-responsive bus service operated by the North County Transit District in northern San Diego County, California.
-
D.
FALA
FALA is the ICAO airport code for Lanseria International Airport, a major privately owned international airport serving the Johannesburg region in South Africa.
-
E.
Faber and Faber digital operations
Faber and Faber digital operations is the division of the British publishing house Faber and Faber responsible for managing and developing its digital publishing, distribution, and related technology initiatives.
- 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_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5b892008190827fa1e5eab2e558 |
completed | March 27, 2026, 8:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cb0ee3481908f2f7efb5e9d1714 |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d3feacc819097887064a7439340 |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79df3f5648190981176b6c9791181 |
completed | March 28, 2026, 9:23 a.m. |
Created at: March 27, 2026, 2:42 p.m.