Triple
T16011904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ceph |
E388355
|
entity |
| Predicate | hasMemberType |
P121
|
FINISHED |
| Object |
Ceph Seekers
Ceph Seekers are a specialized class of alien infantry in the Crysis video game series, known for their agility, advanced weaponry, and role as frontline hunters for the Ceph race.
|
E1189434
|
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: Ceph Seekers | Statement: [Ceph, hasMemberType, Ceph Seekers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ceph Seekers Context triple: [Ceph, hasMemberType, Ceph Seekers]
-
A.
Those Who Seek
"Those Who Seek" is a Soviet-era novel by Daniil Granin that explores the moral and personal dilemmas of scientists and engineers working within the constraints of a bureaucratic system.
-
B.
The Cassandra Crossing
The Cassandra Crossing is a 1976 disaster-thriller film about a deadly plague outbreak on a Europe-bound train, directed by George P. Cosmatos and featuring an international ensemble cast.
-
C.
De Caelo
De Caelo is Aristotle’s influential philosophical treatise on the structure and nature of the cosmos, including his theories of celestial spheres and the physical composition of the universe.
-
D.
The Seeker
The Seeker is the alien "Soul" who inhabits Melanie Stryder’s body and relentlessly hunts remaining humans in the science fiction film *The Host* (2013).
-
E.
Plumes
Plumes is a 1924 Broadway stage play by George M. Cohan that served as the basis for the silent war film The Big Parade.
- 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: Ceph Seekers Triple: [Ceph, hasMemberType, Ceph Seekers]
Generated description
Ceph Seekers are a specialized class of alien infantry in the Crysis video game series, known for their agility, advanced weaponry, and role as frontline hunters for the Ceph race.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ceph Seekers Target entity description: Ceph Seekers are a specialized class of alien infantry in the Crysis video game series, known for their agility, advanced weaponry, and role as frontline hunters for the Ceph race.
-
A.
Those Who Seek
"Those Who Seek" is a Soviet-era novel by Daniil Granin that explores the moral and personal dilemmas of scientists and engineers working within the constraints of a bureaucratic system.
-
B.
The Cassandra Crossing
The Cassandra Crossing is a 1976 disaster-thriller film about a deadly plague outbreak on a Europe-bound train, directed by George P. Cosmatos and featuring an international ensemble cast.
-
C.
De Caelo
De Caelo is Aristotle’s influential philosophical treatise on the structure and nature of the cosmos, including his theories of celestial spheres and the physical composition of the universe.
-
D.
The Seeker
The Seeker is the alien "Soul" who inhabits Melanie Stryder’s body and relentlessly hunts remaining humans in the science fiction film *The Host* (2013).
-
E.
Plumes
Plumes is a 1924 Broadway stage play by George M. Cohan that served as the basis for the silent war film The Big Parade.
- 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e18291e2b481909d13cb6057c76cee |
completed | April 17, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf267a9c81908f1fa1ad117c5e2c |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffd0bfc05881908d7223c52050ea14 |
completed | May 10, 2026, 12:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd159dbcc81908ac586a6b8de57cf |
completed | May 10, 2026, 12:29 a.m. |
Created at: April 10, 2026, 4:55 a.m.