Triple
T18852042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrés Manuel López Obrador |
E461062
|
entity |
| Predicate | movement |
P81
|
FINISHED |
| Object | Fourth Transformation |
—
|
NE NERFINISHED |
How this triple was built (3 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: Fourth Transformation | Statement: [Andrés Manuel López Obrador, movement, Fourth Transformation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fourth Transformation Context triple: [Andrés Manuel López Obrador, movement, Fourth Transformation]
-
A.
Metamorphōsēs
Metamorphōsēs is the original Latin title of Ovid’s epic poem that recounts mythological tales of transformation from Greek and Roman mythology.
-
B.
Phase Four
Phase Four is a slate of Marvel Cinematic Universe films and television series that launched the franchise’s post-Infinity Saga era, expanding its storytelling across theaters and streaming.
-
C.
Metamorfosi
Metamorfosi is a suburban municipality in the Athens metropolitan area of Greece, known for its residential neighborhoods and light industrial zones.
-
D.
Transformation
Transformation is the British title of Nathaniel Hawthorne’s novel "The Marble Faun," a romantic and psychological tale set in Italy exploring art, guilt, and moral ambiguity.
-
E.
Metamorfose
Metamorfose is a novel by Dutch author Louis Couperus, known for its psychological depth and exploration of personal transformation within fin-de-siècle society.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fourth Transformation Target entity description: The Fourth Transformation is a political and social reform project in Mexico led by President Andrés Manuel López Obrador, presented as a historic overhaul of the country’s political and economic system.
-
A.
Metamorphōsēs
Metamorphōsēs is the original Latin title of Ovid’s epic poem that recounts mythological tales of transformation from Greek and Roman mythology.
-
B.
Phase Four
Phase Four is a slate of Marvel Cinematic Universe films and television series that launched the franchise’s post-Infinity Saga era, expanding its storytelling across theaters and streaming.
-
C.
Metamorfosi
Metamorfosi is a suburban municipality in the Athens metropolitan area of Greece, known for its residential neighborhoods and light industrial zones.
-
D.
Transformation
Transformation is the British title of Nathaniel Hawthorne’s novel "The Marble Faun," a romantic and psychological tale set in Italy exploring art, guilt, and moral ambiguity.
-
E.
Metamorfose
Metamorfose is a novel by Dutch author Louis Couperus, known for its psychological depth and exploration of personal transformation within fin-de-siècle society.
- F. None of above. chosen
Provenance (2 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_69d8dcfa11e4819090ab1ef5bdcd2b2e |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c05995e88190b189864fcbda68e5 |
completed | April 20, 2026, 5:57 a.m. |
Created at: April 10, 2026, 11:56 a.m.