Triple
T17596996
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Francis X. Hummel |
E428597
|
entity |
| Predicate | weaponTypeThreatened |
P128154
|
FINISHED |
| Object | VX nerve gas |
—
|
NE NERFINISHED |
How this triple was built (3 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: VX nerve gas | Statement: [Francis X. Hummel, weaponTypeThreatened, VX nerve gas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: VX nerve gas Context triple: [Francis X. Hummel, weaponTypeThreatened, VX nerve gas]
-
A.
VX gas
chosen
VX gas is an extremely toxic, persistent nerve agent developed for chemical warfare, known for its rapid disruption of the nervous system even at very low exposure levels.
-
B.
Novichok nerve agent
Novichok nerve agent is a highly toxic class of Soviet-developed chemical weapons designed to be more lethal and harder to detect than earlier nerve agents.
-
C.
HD (sulfur mustard)
HD (sulfur mustard) is a highly toxic blistering chemical warfare agent historically used in military conflicts and later targeted for destruction under international disarmament efforts.
-
D.
Agent Blue
Agent Blue was a herbicidal chemical defoliant used by the U.S. military during the Vietnam War to destroy crops and vegetation.
-
E.
Zyklon B
Zyklon B was a cyanide-based pesticide infamously used by Nazi Germany as a chemical agent for mass murder in extermination camps during the Holocaust.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: weaponTypeThreatened Context triple: [Francis X. Hummel, weaponTypeThreatened, VX nerve gas]
-
A.
prohibitedWeaponType
Indicates that a particular type of weapon is classified as not allowed or forbidden under specified rules, laws, or agreements.
-
B.
prohibitedWeapon
Indicates that an entity is classified as a weapon whose possession, use, or transfer is forbidden by law, regulation, or policy.
-
C.
weaponUsedAgainst
Indicates that a particular weapon or instrument is employed in an act of aggression, attack, or harm directed toward a specific target or entity.
-
D.
weaponsUsed
Indicates that one entity employed or utilized another entity as a weapon in carrying out an action or event.
-
E.
involvesWeaponType
Indicates that the relationship or action includes the use, presence, or association of a specific type or category of weapon.
- F. None of above. chosen
Provenance (4 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_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469ec335c8190abcaff700cfff23b |
completed | April 19, 2026, 5:36 a.m. |
| PD | Predicate disambiguation | batch_69e3b4fff0348190b899a32da537eaca |
completed | April 18, 2026, 4:44 p.m. |
| PDg | Predicate description generation | batch_69e3bbb50b448190a59dd4be33c76db7 |
completed | April 18, 2026, 5:13 p.m. |
Created at: April 10, 2026, 5:51 a.m.