Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002399

The MH-36 locality cells most similar to this Hingoli 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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001821

distance 0.171

#2 · Hingolicell 4770002046

distance 0.172

#3 · Hingolicell 4770001995

distance 0.186

#4 · Hingolicell 4770001867

distance 0.189

#5 · Hingolicell 4770002000

distance 0.199

#6 · Hingolicell 4770000586

distance 0.209

#7 · Hingolicell 4770002801

distance 0.227

#8 · Hingolicell 4770002719

distance 0.239

#9 · Akolacell 4670003940

distance 0.241 · cross-district

#10 · Hingolicell 4770000376

distance 0.242

#11 · Hingolicell 4770002388

distance 0.248

#12 · Hingolicell 4770002181

distance 0.253

#13 · Amravaticell 4680004685

distance 0.253 · cross-district

#14 · Amravaticell 4680001708

distance 0.254 · cross-district

#15 · Hingolicell 4770002066

distance 0.255

#16 · Hingolicell 4770002307

distance 0.256

#17 · Nandedcell 4850000070

distance 0.257 · cross-district

#18 · Buldhanacell 4720004222

distance 0.257 · 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":477,"cluster_id":4770002399}}}'

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.