Bhārata Strata · Maharashtra · Dhule · morphological twins

Places like cell 4740005630

The MH-36 locality cells most similar to this Dhule 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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740005720

distance 0.19

#2 · Dhulecell 4740005910

distance 0.205

#3 · Jalgaoncell 4780007139

distance 0.205 · cross-district

#4 · Jalgaoncell 4780005295

distance 0.207 · cross-district

#5 · Jalgaoncell 4780006114

distance 0.217 · cross-district

#6 · Ahmednagarcell 4660014236

distance 0.221 · cross-district

#7 · Akolacell 4670001025

distance 0.221 · cross-district

#8 · Nandedcell 4850003377

distance 0.231 · cross-district

#9 · Nashikcell 4870003420

distance 0.233 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001754

distance 0.235 · cross-district

#11 · Beedcell 4700004482

distance 0.236 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690004239

distance 0.238 · cross-district

#13 · Nashikcell 4870005296

distance 0.24 · cross-district

#14 · Nandedcell 4850001492

distance 0.243 · cross-district

#15 · Ahmednagarcell 4660003632

distance 0.243 · cross-district

#16 · Nandedcell 4850000903

distance 0.244 · cross-district

#17 · Ahmednagarcell 4660013793

distance 0.244 · cross-district

#18 · Beedcell 4700001715

distance 0.245 · 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":474,"cluster_id":4740005630}}}'

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.