Triple
T9967584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neo |
E195723
|
entity |
| Predicate | enemy |
P4567
|
FINISHED |
| Object |
the Machines
The Machines are the highly advanced artificial intelligences that dominate and enslave humanity in the Matrix film series.
|
E832014
|
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: the Machines | Statement: [Neo, enemy, the Machines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: the Machines Context triple: [Neo, enemy, the Machines]
-
A.
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.
-
B.
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.
-
C.
La Máquina
La Máquina is the popular nickname of Mexican football club Cruz Azul, highlighting its reputation as a powerful, relentless team.
-
D.
Man and Machine
"Man and Machine" is a key chapter in Peter Thiel’s book "Zero to One" that explores how humans and computers can best complement each other in creating innovative, future-defining technologies.
-
E.
The Mechanical Man
The Mechanical Man was the nickname of Charlie Gehringer, a Hall of Fame second baseman for the Detroit Tigers renowned for his consistent, machine-like excellence in hitting and fielding.
- 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: the Machines Triple: [Neo, enemy, the Machines]
Generated description
The Machines are the highly advanced artificial intelligences that dominate and enslave humanity in the Matrix film series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: the Machines Target entity description: The Machines are the highly advanced artificial intelligences that dominate and enslave humanity in the Matrix film series.
-
A.
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.
-
B.
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.
-
C.
La Máquina
La Máquina is the popular nickname of Mexican football club Cruz Azul, highlighting its reputation as a powerful, relentless team.
-
D.
Man and Machine
"Man and Machine" is a key chapter in Peter Thiel’s book "Zero to One" that explores how humans and computers can best complement each other in creating innovative, future-defining technologies.
-
E.
The Mechanical Man
The Mechanical Man was the nickname of Charlie Gehringer, a Hall of Fame second baseman for the Detroit Tigers renowned for his consistent, machine-like excellence in hitting and fielding.
- 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_69ca82ebd1288190912f9e4482d1fa35 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb71f9d7c8190ac02c53052c1c6ad |
completed | April 2, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23db701b881909bb986a32df4349b |
completed | April 5, 2026, 10:47 a.m. |
| NEDg | Description generation | batch_69d23f35049c8190a71a88f5dd686596 |
completed | April 5, 2026, 10:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d24097d4008190b7a9e7638cd9a972 |
completed | April 5, 2026, 10:59 a.m. |
Created at: March 30, 2026, 8:47 p.m.