Triple
T5096353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tacloban |
E114874
|
entity |
| Predicate | wasSeverelyImpactedBy |
P15089
|
FINISHED |
| Object | Typhoon Haiyan |
E261522
|
NE FINISHED |
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: Typhoon Haiyan | Statement: [Tacloban, wasSeverelyImpactedBy, Typhoon Haiyan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Typhoon Haiyan Context triple: [Tacloban, wasSeverelyImpactedBy, Typhoon Haiyan]
-
A.
Typhoon Haiyan
chosen
Typhoon Haiyan was one of the strongest and deadliest tropical cyclones ever recorded, devastating large parts of the Philippines and surrounding regions in November 2013.
-
B.
Typhoon
"Typhoon" is a novella by Joseph Conrad that vividly portrays a steamship captain and his crew battling a violent storm at sea, exploring themes of duty, endurance, and human insignificance before nature.
-
C.
Cyclone Nargis
Cyclone Nargis was a devastating 2008 tropical cyclone that struck Myanmar, causing catastrophic flooding and one of the deadliest natural disasters in the country's history.
-
D.
Shimotsumaki
Shimotsumaki is the third and final volume of the ancient Japanese chronicle Kojiki, focusing largely on historical-era emperors and genealogies rather than mythological narratives.
-
E.
Typhoon FGR4
The Typhoon FGR4 is a multirole variant of the Eurofighter Typhoon used by the Royal Air Force for air-to-air and air-to-ground combat operations.
- 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: wasSeverelyImpactedBy Context triple: [Tacloban, wasSeverelyImpactedBy, Typhoon Haiyan]
-
A.
affectedPeople
Indicates the people who are impacted or influenced by a particular event, action, or condition.
-
B.
majorImpact
Indicates that one entity has a significant, highly influential, or transformative effect on another entity or outcome.
-
C.
hasDisaster
chosen
Indicates that an entity experiences, is affected by, or is associated with a disaster event.
-
D.
recognizesImpactOn
Indicates that one entity acknowledges or understands the effect or consequences it has on another entity or situation.
-
E.
impactOutcome
Indicates that one entity produces an effect or influence that changes the result, consequence, or final state of another entity or situation.
- F. None of above.
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_69bd443fc49c819089629c00e311310c |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75652a8081908386718f1fdb1de3 |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba80aee081908498cbe9d4f2eaa7 |
completed | March 21, 2026, 3:34 p.m. |
| PD | Predicate disambiguation | batch_69bd715e06808190931934dc9930f997 |
completed | March 20, 2026, 4:10 p.m. |
Created at: March 20, 2026, 1:40 p.m.