Triple
T6975678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrival |
E161709
|
entity |
| Predicate | alienSpeciesName |
P73607
|
FINISHED |
| Object |
Heptapods
Heptapods are a fictional extraterrestrial species from the science fiction film "Arrival," characterized by their seven-limbed physiology and complex, non-linear written language.
|
E633742
|
NE FINISHED |
How this triple was built (5 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: Heptapods | Statement: [Arrival, alienSpeciesName, Heptapods]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heptapods Context triple: [Arrival, alienSpeciesName, Heptapods]
-
A.
Toisanese
Toisanese is a Yue Chinese dialect spoken primarily by people from Taishan in Guangdong, historically influential among early Chinese diaspora communities in North America.
-
B.
Sontarans
The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
-
C.
Tellarites
Tellarites are a porcine-featured, argumentative humanoid species from the Star Trek universe, known as one of the founding members of the United Federation of Planets.
-
D.
Nadruvians
The Nadruvians were a Baltic tribe that formed part of the Old Prussian people, inhabiting the region of Nadruvia in what is now northeastern Poland and the Kaliningrad Oblast of Russia.
-
E.
Zygons
The Zygons are a shape-shifting, suction-cupped alien species from Doctor Who known for infiltrating and impersonating humans as part of their invasion schemes.
- 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: Heptapods Triple: [Arrival, alienSpeciesName, Heptapods]
Generated description
Heptapods are a fictional extraterrestrial species from the science fiction film "Arrival," characterized by their seven-limbed physiology and complex, non-linear written language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heptapods Target entity description: Heptapods are a fictional extraterrestrial species from the science fiction film "Arrival," characterized by their seven-limbed physiology and complex, non-linear written language.
-
A.
Toisanese
Toisanese is a Yue Chinese dialect spoken primarily by people from Taishan in Guangdong, historically influential among early Chinese diaspora communities in North America.
-
B.
Sontarans
The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
-
C.
Tellarites
Tellarites are a porcine-featured, argumentative humanoid species from the Star Trek universe, known as one of the founding members of the United Federation of Planets.
-
D.
Nadruvians
The Nadruvians were a Baltic tribe that formed part of the Old Prussian people, inhabiting the region of Nadruvia in what is now northeastern Poland and the Kaliningrad Oblast of Russia.
-
E.
Zygons
The Zygons are a shape-shifting, suction-cupped alien species from Doctor Who known for infiltrating and impersonating humans as part of their invasion schemes.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: alienSpeciesName Context triple: [Arrival, alienSpeciesName, Heptapods]
-
A.
fictionalSpecies
Indicates that the subject is a species that exists only in fiction or imaginary works, rather than in real life.
-
B.
enemySpecies
Indicates that two species are in an antagonistic or hostile relationship, typically viewing each other as enemies.
-
C.
hasAlienSpecies
Indicates that one entity possesses, contains, or is associated with a particular alien species.
-
D.
speciesInUniverse
Indicates that a given species exists within, or is a member of, a particular fictional or defined universe.
-
E.
originSpecies
Indicates that one entity is the original or source species from which another entity is derived, evolved, or produced.
- F. None of above. chosen
Provenance (7 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3d3ab08190b107f3229c357dd2 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761ab41b0819084d26c10bb763f8e |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c763b0d5cc8190bdd82fc8a5a95ef1 |
completed | March 28, 2026, 5:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76435fd2c819099143ea12f21d095 |
completed | March 28, 2026, 5:16 a.m. |
| PD | Predicate disambiguation | batch_69c6d7c262508190a7708b3d9cf23d7c |
completed | March 27, 2026, 7:17 p.m. |
| PDg | Predicate description generation | batch_69c6d8e2d7b48190b37bb13984663cde |
completed | March 27, 2026, 7:22 p.m. |
Created at: March 27, 2026, 2:31 p.m.