Triple
T20636994
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Porfirio Muñoz Ledo |
E507109
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Muñoz Ledo
Muñoz Ledo is the surname of Porfirio Muñoz Ledo, a prominent Mexican politician and diplomat known for his influential roles in Mexico’s democratic transition.
|
E1442629
|
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: Muñoz Ledo | Statement: [Porfirio Muñoz Ledo, familyName, Muñoz Ledo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muñoz Ledo Context triple: [Porfirio Muñoz Ledo, familyName, Muñoz Ledo]
-
A.
Muñoz Sampedro
Muñoz Sampedro is a Spanish family name associated with the actress Matilde Muñoz Sampedro and her artistic relatives.
-
B.
González Mateos
González Mateos is a Spanish-language surname, notably borne by individuals such as Francisca González Mateos.
-
C.
Isidro Ayora
Isidro Ayora is a town in Ecuador that serves as the administrative center of the surrounding Isidro Ayora Canton.
-
D.
Gallego Arámbula
Gallego Arámbula is the family name of Miguel Gallego Arámbula, known as one of the children of Mexican singer Luis Miguel and actress Aracely Arámbula.
-
E.
Muñoz Gamero
Muñoz Gamero is a Spanish-language surname most notably associated with Chilean naval officer and national figure Benjamín Muñoz Gamero.
- 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: Muñoz Ledo Triple: [Porfirio Muñoz Ledo, familyName, Muñoz Ledo]
Generated description
Muñoz Ledo is the surname of Porfirio Muñoz Ledo, a prominent Mexican politician and diplomat known for his influential roles in Mexico’s democratic transition.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muñoz Ledo Target entity description: Muñoz Ledo is the surname of Porfirio Muñoz Ledo, a prominent Mexican politician and diplomat known for his influential roles in Mexico’s democratic transition.
-
A.
Muñoz Sampedro
Muñoz Sampedro is a Spanish family name associated with the actress Matilde Muñoz Sampedro and her artistic relatives.
-
B.
González Mateos
González Mateos is a Spanish-language surname, notably borne by individuals such as Francisca González Mateos.
-
C.
Isidro Ayora
Isidro Ayora is a town in Ecuador that serves as the administrative center of the surrounding Isidro Ayora Canton.
-
D.
Gallego Arámbula
Gallego Arámbula is the family name of Miguel Gallego Arámbula, known as one of the children of Mexican singer Luis Miguel and actress Aracely Arámbula.
-
E.
Muñoz Gamero
Muñoz Gamero is a Spanish-language surname most notably associated with Chilean naval officer and national figure Benjamín Muñoz Gamero.
- 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_69e0b4bd4a0081908d4e97a590a33fb2 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6ad1089448190b936de6fd29c8350 |
completed | April 20, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08c588a18881909a6f7c0eac0d11f4 |
completed | May 16, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_6a08c675f4088190a499bec77b64b2af |
completed | May 16, 2026, 7:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08c6e60f308190a772c0133b9016e9 |
completed | May 16, 2026, 7:35 p.m. |
Created at: April 16, 2026, 11:42 a.m.