Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004821

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.119

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004720

distance 0.119

#2 · Jalnacell 4790004766

distance 0.157

#3 · Jalnacell 4790004500

distance 0.168

#4 · Jalnacell 4790004823

distance 0.174

#5 · Buldhanacell 4720000110

distance 0.179 · cross-district

#6 · Buldhanacell 4720000109

distance 0.186 · cross-district

#7 · Jalnacell 4790004610

distance 0.186

#8 · Buldhanacell 4720000295

distance 0.186 · cross-district

#9 · Jalnacell 4790004360

distance 0.186

#10 · Jalnacell 4790004529

distance 0.191

#11 · Buldhanacell 4720000200

distance 0.191 · cross-district

#12 · Jalnacell 4790004792

distance 0.191

#13 · Buldhanacell 4720000553

distance 0.194 · cross-district

#14 · Buldhanacell 4720000339

distance 0.194 · cross-district

#15 · Buldhanacell 4720000655

distance 0.195 · cross-district

#16 · Jalnacell 4790004680

distance 0.196

#17 · Buldhanacell 4720000151

distance 0.196 · cross-district

#18 · Buldhanacell 4720001355

distance 0.197 · 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":4790004821}}}'

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.