Triple
T8968131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Salman Ramadan Abedi |
E214189
|
entity |
| Predicate | attackTargetedEvent |
P83867
|
FINISHED |
| Object | Ariana Grande concert |
E181336
|
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: Ariana Grande concert | Statement: [Salman Ramadan Abedi, attackTargetedEvent, Ariana Grande concert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ariana Grande concert Context triple: [Salman Ramadan Abedi, attackTargetedEvent, Ariana Grande concert]
-
A.
Ariana Grande concert
chosen
An Ariana Grande concert is a live music performance by the American pop singer, known for high-energy shows featuring her hit songs, elaborate staging, and strong fan engagement.
-
B.
Astroworld Festival
Astroworld Festival was an annual hip-hop music festival founded and headlined by Travis Scott in Houston, Texas, known for its large-scale production and the deadly crowd crush incident in 2021.
-
C.
Polyfest
Polyfest is a major annual secondary schools cultural festival in Auckland, New Zealand, celebrating Pacific Island and Māori performing arts and heritage.
-
D.
Super Bowl XLVIII halftime show
The Super Bowl XLVIII halftime show was a high-profile NFL championship game performance headlined by Bruno Mars, featuring an energetic mix of pop, rock, and elaborate staging before a massive global audience.
-
E.
Reading Rock Festival
Reading Rock Festival is a major annual music festival in Reading, England, best known for its rock-focused lineups and status as one of the UK’s longest-running popular music events.
- 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: attackTargetedEvent Context triple: [Salman Ramadan Abedi, attackTargetedEvent, Ariana Grande concert]
-
A.
attackOccurred
Indicates that an act of aggression or violence was carried out by one party against another.
-
B.
triggerEvent
Indicates that one entity causes or initiates the occurrence of a specific event involving another entity or the system.
-
C.
eventTarget
chosen
Indicates that an event is directed toward, affects, or is intended for a particular target entity.
-
D.
attackType
Indicates the specific method, style, or category of attack used in an aggressive or hostile action between entities.
-
E.
coordinatedAttacksAlsoTargeted
Indicates that in a set of coordinated attacks, the same target was also attacked as part of those coordinated actions.
- 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_69ca839dbf608190a2f5990477115d29 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6764aca48190a5e472d1b6841886 |
completed | April 1, 2026, 12:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc95cbc4c8190a3ac582f735eeb35 |
completed | April 3, 2026, 2:06 p.m. |
| PD | Predicate disambiguation | batch_69cc5ed9a2d48190ad11381078e823b7 |
completed | March 31, 2026, 11:55 p.m. |
Created at: March 30, 2026, 7:01 p.m.