Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004232

The MH-36 locality cells most similar to this Jalna cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000103

distance 0.054 · cross-district

#2 · Buldhanacell 4720001204

distance 0.059 · cross-district

#3 · Buldhanacell 4720001261

distance 0.073 · cross-district

#4 · Buldhanacell 4720000370

distance 0.082 · cross-district

#5 · Buldhanacell 4720000580

distance 0.087 · cross-district

#6 · Buldhanacell 4720002127

distance 0.088 · cross-district

#7 · Buldhanacell 4720000374

distance 0.089 · cross-district

#8 · Buldhanacell 4720000452

distance 0.089 · cross-district

#9 · Buldhanacell 4720001880

distance 0.09 · cross-district

#10 · Buldhanacell 4720000837

distance 0.091 · cross-district

#11 · Buldhanacell 4720001161

distance 0.091 · cross-district

#12 · Jalnacell 4790004354

distance 0.095

#13 · Buldhanacell 4720001757

distance 0.096 · cross-district

#14 · Buldhanacell 4720002584

distance 0.096 · cross-district

#15 · Buldhanacell 4720000253

distance 0.098 · cross-district

#16 · Jalnacell 4790002717

distance 0.099

#17 · Buldhanacell 4720000297

distance 0.1 · cross-district

#18 · Buldhanacell 4720001040

distance 0.1 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":479,"cluster_id":4790004232}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.