Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001821

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000986

distance 0.123

#2 · Beedcell 4700009031

distance 0.15 · cross-district

#3 · Jalnacell 4790001994

distance 0.156

#4 · Jalnacell 4790001135

distance 0.173

#5 · Buldhanacell 4720005710

distance 0.176 · cross-district

#6 · Parbhanicell 4890004803

distance 0.18 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690001459

distance 0.182 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690008427

distance 0.184 · cross-district

#9 · Jalnacell 4790000437

distance 0.184

#10 · Chhatrapati Sambhajinagarcell 4690000620

distance 0.185 · cross-district

#11 · Jalnacell 4790003515

distance 0.186

#12 · Chhatrapati Sambhajinagarcell 4690002714

distance 0.189 · cross-district

#13 · Parbhanicell 4890004792

distance 0.193 · cross-district

#14 · Jalnacell 4790002153

distance 0.194

#15 · Chhatrapati Sambhajinagarcell 4690000621

distance 0.201 · cross-district

#16 · Jalnacell 4790003440

distance 0.201

#17 · Jalnacell 4790001743

distance 0.201

#18 · Jalnacell 4790000651

distance 0.204

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":4790001821}}}'

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.