Triple
T3988873
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Flash (2014 TV series) |
E86937
|
entity |
| Predicate | hasCrossoverEvent |
P51996
|
FINISHED |
| Object |
Invasion! (Arrowverse)
Invasion! (Arrowverse) is a multi-series Arrowverse crossover event in which heroes from shows like Arrow, The Flash, Supergirl, and Legends of Tomorrow unite to battle an alien threat.
|
E403885
|
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: Invasion! (Arrowverse) | Statement: [The Flash (2014 TV series), hasCrossoverEvent, Invasion! (Arrowverse)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Invasion! (Arrowverse) Context triple: [The Flash (2014 TV series), hasCrossoverEvent, Invasion! (Arrowverse)]
-
A.
Secret Invasion
Secret Invasion is a major Marvel Comics crossover event in which shape-shifting Skrulls infiltrate Earth by impersonating superheroes, leading to widespread paranoia and conflict among the Marvel Universe's heroes.
-
B.
Invasion
Invasion is a science fiction television series centered on mysterious phenomena following a devastating hurricane in a small Florida town.
-
C.
Doom Patrol
Doom Patrol is a DC Comics-based television series that follows a dysfunctional team of misfit superheroes dealing with bizarre threats and their own traumatic pasts.
-
D.
The Flash (2014 TV series)
The Flash (2014 TV series) is a DC Comics–based superhero drama following crime scene investigator Barry Allen, who gains super-speed and protects Central City from metahuman threats.
-
E.
Invasion of the Land
"Invasion of the Land" is an episode of the nature documentary series *Life in the Undergrowth* that explores how invertebrates first colonized and adapted to life on land.
- 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: Invasion! (Arrowverse) Triple: [The Flash (2014 TV series), hasCrossoverEvent, Invasion! (Arrowverse)]
Generated description
Invasion! (Arrowverse) is a multi-series Arrowverse crossover event in which heroes from shows like Arrow, The Flash, Supergirl, and Legends of Tomorrow unite to battle an alien threat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Invasion! (Arrowverse) Target entity description: Invasion! (Arrowverse) is a multi-series Arrowverse crossover event in which heroes from shows like Arrow, The Flash, Supergirl, and Legends of Tomorrow unite to battle an alien threat.
-
A.
Secret Invasion
Secret Invasion is a major Marvel Comics crossover event in which shape-shifting Skrulls infiltrate Earth by impersonating superheroes, leading to widespread paranoia and conflict among the Marvel Universe's heroes.
-
B.
Invasion
Invasion is a science fiction television series centered on mysterious phenomena following a devastating hurricane in a small Florida town.
-
C.
Doom Patrol
Doom Patrol is a DC Comics-based television series that follows a dysfunctional team of misfit superheroes dealing with bizarre threats and their own traumatic pasts.
-
D.
The Flash (2014 TV series)
The Flash (2014 TV series) is a DC Comics–based superhero drama following crime scene investigator Barry Allen, who gains super-speed and protects Central City from metahuman threats.
-
E.
Invasion of the Land
"Invasion of the Land" is an episode of the nature documentary series *Life in the Undergrowth* that explores how invertebrates first colonized and adapted to life on land.
- 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_69aed93fd9d4819085d3b2137d2346cb |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0197a0a0819085d746f51c7fc51b |
completed | March 9, 2026, 5:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5403235408190b47b8d4f4e21d094 |
completed | March 14, 2026, 11:02 a.m. |
| NEDg | Description generation | batch_69b540c5ab7881908b7ebb0af2f9da46 |
completed | March 14, 2026, 11:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5415e002881908343ae30b2f8a16c |
completed | March 14, 2026, 11:07 a.m. |
Created at: March 9, 2026, 3:33 p.m.