Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004621

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

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004540

distance 0.102

#2 · Jalnacell 4790004450

distance 0.112

#3 · Jalnacell 4790004278

distance 0.125

#4 · Jalnacell 4790004394

distance 0.135

#5 · Buldhanacell 4720001245

distance 0.14 · cross-district

#6 · Jalnacell 4790005062

distance 0.158

#7 · Jalnacell 4790004403

distance 0.162

#8 · Jalnacell 4790004581

distance 0.163

#9 · Jalnacell 4790004340

distance 0.165

#10 · Buldhanacell 4720000555

distance 0.166 · cross-district

#11 · Jalnacell 4790004334

distance 0.167

#12 · Buldhanacell 4720000367

distance 0.17 · cross-district

#13 · Jalnacell 4790002771

distance 0.175

#14 · Jalnacell 4790004292

distance 0.18

#15 · Buldhanacell 4720000483

distance 0.183 · cross-district

#16 · Buldhanacell 4720000753

distance 0.183 · cross-district

#17 · Jalnacell 4790004503

distance 0.188

#18 · Jalnacell 4790003272

distance 0.188

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":4790004621}}}'

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.