Triple
T16007895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Season 5 of Fringe |
E388263
|
entity |
| Predicate | featuresAntagonists |
P81119
|
FINISHED |
| Object |
Observers
The Observers are a mysterious, bald, pale-skinned group of time-traveling, emotionless humans from the future who serve as the primary antagonists in the science-fiction TV series Fringe.
|
E1188985
|
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: Observers | Statement: [Season 5 of Fringe, featuresAntagonists, Observers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Observers Context triple: [Season 5 of Fringe, featuresAntagonists, Observers]
-
A.
Observer
"Observer" is a track featured on Gary Numan's influential 1979 synth-pop album *The Pleasure Principle*.
-
B.
Observer
Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
-
C.
Observer States
Observer States are non-member countries or entities granted the right to participate without voting in the proceedings of certain United Nations bodies and conferences.
-
D.
Record-Observer
The Record-Observer is a local newspaper serving the community of Centreville, Maryland and the surrounding area.
-
E.
Observations
Observations is a landmark 1924 poetry collection by Marianne Moore that helped establish her reputation for precise, imagistic, and intellectually intricate verse.
- 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: Observers Triple: [Season 5 of Fringe, featuresAntagonists, Observers]
Generated description
The Observers are a mysterious, bald, pale-skinned group of time-traveling, emotionless humans from the future who serve as the primary antagonists in the science-fiction TV series Fringe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Observers Target entity description: The Observers are a mysterious, bald, pale-skinned group of time-traveling, emotionless humans from the future who serve as the primary antagonists in the science-fiction TV series Fringe.
-
A.
Observer
"Observer" is a track featured on Gary Numan's influential 1979 synth-pop album *The Pleasure Principle*.
-
B.
Observer
Observer is a behavioral design pattern that defines a one-to-many dependency between objects so that when one object changes state, all its dependents are automatically notified and updated.
-
C.
Observer States
Observer States are non-member countries or entities granted the right to participate without voting in the proceedings of certain United Nations bodies and conferences.
-
D.
Record-Observer
The Record-Observer is a local newspaper serving the community of Centreville, Maryland and the surrounding area.
-
E.
Observations
Observations is a landmark 1924 poetry collection by Marianne Moore that helped establish her reputation for precise, imagistic, and intellectually intricate verse.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: featuresAntagonists Context triple: [Season 5 of Fringe, featuresAntagonists, Observers]
-
A.
featuresAntagonistEntity
Indicates that the subject includes or involves an entity serving as an antagonist in the context of a narrative, interaction, or scenario.
-
B.
facesAntagonistType
Indicates that an entity confronts or opposes an antagonist of a specified type.
-
C.
leadAntagonistCharacter
Indicates that one character serves as the primary opposing or villainous force in relation to another entity in the narrative.
-
D.
featuresVillainActor
Indicates that the subject includes or presents an actor in the role of a villain.
-
E.
primaryAntagonists
chosen
Indicates that the referenced entities serve as the main opposing or adversarial forces in relation to a specified subject or narrative.
- F. None of above.
Provenance (6 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_69e173b3bf6c81909230170e833d7ce7 |
completed | April 16, 2026, 11:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf22db3481909141ddef151d0341 |
completed | May 10, 2026, 12:19 a.m. |
| NEDg | Description generation | batch_69ffd08186d081909b6e236768dc3cde |
completed | May 10, 2026, 12:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffd0f1914c81908c55df30a27fc0d1 |
completed | May 10, 2026, 12:27 a.m. |
| PD | Predicate disambiguation | batch_69e142dc081c819082527e3fa8773460 |
completed | April 16, 2026, 8:13 p.m. |
Created at: April 10, 2026, 4:55 a.m.