Bhārata Strata · Maharashtra · Jalgaon · morphological twins

Places like cell 4780008921

The MH-36 locality cells most similar to this Jalgaon 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.115

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780009027

distance 0.115

#2 · Nandedcell 4850003263

distance 0.16 · cross-district

#3 · Nandedcell 4850003676

distance 0.18 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003943

distance 0.185 · cross-district

#5 · Jalgaoncell 4780009032

distance 0.185

#6 · Hingolicell 4770000295

distance 0.19 · cross-district

#7 · Nandedcell 4850001444

distance 0.191 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002223

distance 0.192 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002429

distance 0.194 · cross-district

#10 · Nandedcell 4850003439

distance 0.196 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001557

distance 0.196 · cross-district

#12 · Jalgaoncell 4780008383

distance 0.198

#13 · Chhatrapati Sambhajinagarcell 4690002126

distance 0.198 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690001661

distance 0.199 · cross-district

#15 · Hingolicell 4770000215

distance 0.2 · cross-district

#16 · Hingolicell 4770000350

distance 0.201 · cross-district

#17 · Ahmednagarcell 4660010264

distance 0.201 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003143

distance 0.202 · 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":478,"cluster_id":4780008921}}}'

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.