Triple
T12232150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A-Force |
E291499
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Singularity
Singularity is a sentient pocket-universe and cosmic being in Marvel Comics, best known as a central member of the all-female superhero team A-Force.
|
E970737
|
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: Singularity | Statement: [A-Force, member, Singularity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Singularity Context triple: [A-Force, member, Singularity]
-
A.
Singularity
Singularity is a science-fiction first-person shooter video game developed by Raven Software that blends time-manipulation mechanics with action and horror elements.
-
B.
Singularity Sky
Singularity Sky is a science fiction novel by Charles Stross that explores post-singularity politics, economics, and revolution in a far-future interstellar setting.
-
C.
The Machine
The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
-
D.
The Machine
The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
-
E.
The Inevitable
The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
- 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: Singularity Triple: [A-Force, member, Singularity]
Generated description
Singularity is a sentient pocket-universe and cosmic being in Marvel Comics, best known as a central member of the all-female superhero team A-Force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Singularity Target entity description: Singularity is a sentient pocket-universe and cosmic being in Marvel Comics, best known as a central member of the all-female superhero team A-Force.
-
A.
Singularity
Singularity is a science-fiction first-person shooter video game developed by Raven Software that blends time-manipulation mechanics with action and horror elements.
-
B.
Singularity Sky
Singularity Sky is a science fiction novel by Charles Stross that explores post-singularity politics, economics, and revolution in a far-future interstellar setting.
-
C.
The Machine
The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
-
D.
The Machine
The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
-
E.
The Inevitable
The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
- 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91ca45bd48190b8b7f6b29b6bb25b |
completed | April 10, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aad2d488190ba36588e3376ca1a |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60bdd8d508190813178ff4c77afcf |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60c67c680819087630d190d0a008f |
completed | May 2, 2026, 2:38 p.m. |
Created at: April 8, 2026, 9:51 p.m.