Triple
T16011908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ceph |
E388355
|
entity |
| Predicate | hasMemberType |
P121
|
FINISHED |
| Object |
Ceph Devastators
Ceph Devastators are a heavily armed and armored alien combat unit from the Crysis video game series, known for their powerful weaponry and resilience on the battlefield.
|
E1190804
|
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 Devastators | Statement: [Ceph, hasMemberType, Ceph Devastators]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ceph Devastators Context triple: [Ceph, hasMemberType, Ceph Devastators]
-
A.
Ceph Scorchers
Ceph Scorchers are a specialized, heavily armed alien infantry unit from the Ceph faction in the Crysis video game series, known for using powerful incendiary weaponry.
-
B.
The Devastators
The Devastators is a spy novel in Donald Hamilton's long-running Matt Helm series, featuring the hard-edged American agent on a dangerous Cold War mission.
-
C.
Fusion Cannons
Fusion Cannons are D.Va’s short-range, rapid-fire mech weapons in Overwatch that deal sustained damage without needing to reload.
-
D.
Cyber-King dreadnought
The Cyber-King dreadnought is a colossal, walking warship used by the Cybermen in Doctor Who, serving as a mobile fortress and instrument of mass destruction.
-
E.
Serpentor
Serpentor is a genetically engineered super-leader and major villain in the G.I. Joe franchise, created by Cobra from the DNA of history’s greatest conquerors.
- 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 Devastators Triple: [Ceph, hasMemberType, Ceph Devastators]
Generated description
Ceph Devastators are a heavily armed and armored alien combat unit from the Crysis video game series, known for their powerful weaponry and resilience on the battlefield.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ceph Devastators Target entity description: Ceph Devastators are a heavily armed and armored alien combat unit from the Crysis video game series, known for their powerful weaponry and resilience on the battlefield.
-
A.
Ceph Scorchers
Ceph Scorchers are a specialized, heavily armed alien infantry unit from the Ceph faction in the Crysis video game series, known for using powerful incendiary weaponry.
-
B.
The Devastators
The Devastators is a spy novel in Donald Hamilton's long-running Matt Helm series, featuring the hard-edged American agent on a dangerous Cold War mission.
-
C.
Fusion Cannons
Fusion Cannons are D.Va’s short-range, rapid-fire mech weapons in Overwatch that deal sustained damage without needing to reload.
-
D.
Cyber-King dreadnought
The Cyber-King dreadnought is a colossal, walking warship used by the Cybermen in Doctor Who, serving as a mobile fortress and instrument of mass destruction.
-
E.
Serpentor
Serpentor is a genetically engineered super-leader and major villain in the G.I. Joe franchise, created by Cobra from the DNA of history’s greatest conquerors.
- 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_69ffdbcc12dc8190a80d776b63a6ad35 |
completed | May 10, 2026, 1:13 a.m. |
| NEDg | Description generation | batch_69ffdc915be88190a0e949fcee608242 |
completed | May 10, 2026, 1:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffdd17239c8190a3c0c4d146a279f7 |
completed | May 10, 2026, 1:19 a.m. |
Created at: April 10, 2026, 4:55 a.m.