Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001613

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002200

distance 0.111

#2 · Hingolicell 4770001257

distance 0.112

#3 · Hingolicell 4770000547

distance 0.116

#4 · Hingolicell 4770001383

distance 0.121

#5 · Hingolicell 4770002078

distance 0.125

#6 · Parbhanicell 4890001794

distance 0.125 · cross-district

#7 · Parbhanicell 4890002956

distance 0.126 · cross-district

#8 · Hingolicell 4770000993

distance 0.13

#9 · Hingolicell 4770001261

distance 0.13

#10 · Hingolicell 4770000323

distance 0.131

#11 · Nandedcell 4850007129

distance 0.132 · cross-district

#12 · Hingolicell 4770001256

distance 0.132

#13 · Hingolicell 4770000678

distance 0.138

#14 · Hingolicell 4770000161

distance 0.138

#15 · Hingolicell 4770001308

distance 0.138

#16 · Nandedcell 4850007852

distance 0.139 · cross-district

#17 · Parbhanicell 4890002690

distance 0.141 · cross-district

#18 · Parbhanicell 4890002288

distance 0.141 · 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":4770001613}}}'

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.