| |
| """Valida ejemplos de alineación de dominio (EXP-E) contra nodos canónicos y reglas formales. |
| |
| No calcula κ de dominio ni afirma validez empírica de biología/economía. |
| Solo comprueba que los nodos sugeridos existen y que la relación propuesta |
| es admisible bajo FormalRules / SHACL para el par (source, target). |
| """ |
| from __future__ import annotations |
|
|
| import csv |
| import json |
| import sys |
| from pathlib import Path |
|
|
| ROOT = Path(__file__).resolve().parents[2] |
| EXAMPLES = Path(__file__).resolve().parent / "examples.json" |
| NODES = ROOT / "datasets" / "triad_nodes.csv" |
| CANDIDATES = ROOT / "datasets" / "relation_candidates.csv" |
|
|
|
|
| def load_nodes() -> dict[str, dict]: |
| out = {} |
| with NODES.open(encoding="utf-8") as f: |
| for row in csv.DictReader(f): |
| out[row["node_id"]] = row |
| return out |
|
|
|
|
| def load_gold_relations() -> dict[tuple[str, str], str]: |
| out = {} |
| with CANDIDATES.open(encoding="utf-8") as f: |
| for row in csv.DictReader(f): |
| out[(row["source"], row["target"])] = row["relation"] |
| return out |
|
|
|
|
| def main() -> int: |
| data = json.loads(EXAMPLES.read_text(encoding="utf-8")) |
| nodes = load_nodes() |
| gold = load_gold_relations() |
| ok = 0 |
| warn = 0 |
| fail = 0 |
| report = [] |
| for pair in data["pairs"]: |
| sid = pair["suggested_nodes"]["source"] |
| tid = pair["suggested_nodes"]["target"] |
| rel = pair["relation"] |
| entry = {"id": pair["id"], "source": sid, "target": tid, "proposed": rel} |
| if sid not in nodes or tid not in nodes: |
| entry["status"] = "FAIL" |
| entry["reason"] = "nodo sugerido ausente en triad_nodes.csv" |
| fail += 1 |
| else: |
| actual = gold.get((sid, tid)) |
| entry["gold_relation"] = actual |
| if actual is None: |
| entry["status"] = "WARN" |
| entry["reason"] = "par no está en relation_candidates (posible cross-triad o demo heurística)" |
| warn += 1 |
| elif actual == rel: |
| entry["status"] = "OK" |
| entry["reason"] = "relación propuesta coincide con gold canónico" |
| ok += 1 |
| else: |
| entry["status"] = "WARN" |
| entry["reason"] = f"gold={actual} ≠ propuesto={rel} (mapeo demostrativo, no gold de dominio)" |
| warn += 1 |
| report.append(entry) |
|
|
| out_path = ROOT / "experiments" / "results" / "domain_mapping_validation.json" |
| out_path.parent.mkdir(parents=True, exist_ok=True) |
| payload = { |
| "experiment": "EXP-E-DOMAIN-ALIGNMENT", |
| "ok": ok, |
| "warn": warn, |
| "fail": fail, |
| "pairs": report, |
| "interpretation": ( |
| "OK = el par sugerido existe en el gold canónico con la misma etiqueta. " |
| "WARN = mapeo demostrativo no idéntico al gold (esperado en demos de dominio). " |
| "FAIL = nodo inválido. Este script no mide validez semántica de biología/economía." |
| ), |
| } |
| out_path.write_text(json.dumps(payload, ensure_ascii=False, indent=2) + "\n", encoding="utf-8") |
| print(f"EXP-E domain mapping: ok={ok} warn={warn} fail={fail}") |
| print(f"Informe: {out_path}") |
| for r in report: |
| print(f" {r['id']}: {r['status']} — {r.get('reason', '')}") |
| return 1 if fail else 0 |
|
|
|
|
| if __name__ == "__main__": |
| sys.exit(main()) |
|
|
