Triple
T628022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tláhuac |
E15861
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Chalco
Chalco is a municipality in the State of Mexico, part of the Mexico City metropolitan area, known historically as a pre-Hispanic settlement near Lake Chalco.
|
E88248
|
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: Chalco | Statement: [Tláhuac, borderedBy, Chalco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chalco Context triple: [Tláhuac, borderedBy, Chalco]
-
A.
Cobá
Cobá is an ancient Maya city in Mexico’s Yucatán Peninsula, known for its extensive network of sacbeob (raised stone roads) and towering pyramid structures amid dense jungle.
-
B.
Tláhuac
Tláhuac is a largely semi-rural borough in the southeastern part of Mexico City, known for its chinampas (traditional canal-based agriculture) and rapid urbanization.
-
C.
Tenayuca
Tenayuca is a station and northern terminus of Mexico City’s Metrobús Line 3, serving as a key public transit hub in the area.
-
D.
Cuicuilco
Cuicuilco is an ancient pre-Columbian archaeological site in the Valley of Mexico, notable for its large circular pyramid and status as one of the region’s earliest urban centers.
-
E.
Tacuba
Tacuba is a historic neighborhood in Mexico City known for its colonial-era architecture and role as a former pre-Hispanic town.
- 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: Chalco Triple: [Tláhuac, borderedBy, Chalco]
Generated description
Chalco is a municipality in the State of Mexico, part of the Mexico City metropolitan area, known historically as a pre-Hispanic settlement near Lake Chalco.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chalco Target entity description: Chalco is a municipality in the State of Mexico, part of the Mexico City metropolitan area, known historically as a pre-Hispanic settlement near Lake Chalco.
-
A.
Cobá
Cobá is an ancient Maya city in Mexico’s Yucatán Peninsula, known for its extensive network of sacbeob (raised stone roads) and towering pyramid structures amid dense jungle.
-
B.
Tláhuac
Tláhuac is a largely semi-rural borough in the southeastern part of Mexico City, known for its chinampas (traditional canal-based agriculture) and rapid urbanization.
-
C.
Tenayuca
Tenayuca is a station and northern terminus of Mexico City’s Metrobús Line 3, serving as a key public transit hub in the area.
-
D.
Cuicuilco
Cuicuilco is an ancient pre-Columbian archaeological site in the Valley of Mexico, notable for its large circular pyramid and status as one of the region’s earliest urban centers.
-
E.
Tacuba
Tacuba is a historic neighborhood in Mexico City known for its colonial-era architecture and role as a former pre-Hispanic town.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e59e2688190b3c18b17c5db1e2b |
completed | March 1, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a64a4ba2d88190969e7c777a1bbfd7 |
completed | March 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69a64e773be08190abd15ff6ad35f37b |
completed | March 3, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a64edbfbe08190b49d26d572e3a484 |
completed | March 3, 2026, 3 a.m. |
Created at: March 1, 2026, 7:35 p.m.