Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000122

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

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000121

distance 0.07

#2 · Hingolicell 4770000072

distance 0.079

#3 · Hingolicell 4770000001

distance 0.086

#4 · Hingolicell 4770000214

distance 0.096

#5 · Hingolicell 4770000343

distance 0.097

#6 · Hingolicell 4770000215

distance 0.098

#7 · Hingolicell 4770000015

distance 0.103

#8 · Hingolicell 4770000211

distance 0.105

#9 · Hingolicell 4770000098

distance 0.109

#10 · Hingolicell 4770000302

distance 0.112

#11 · Hingolicell 4770000340

distance 0.126

#12 · Hingolicell 4770000221

distance 0.133

#13 · Parbhanicell 4890001382

distance 0.135 · cross-district

#14 · Hingolicell 4770000095

distance 0.136

#15 · Nandedcell 4850003899

distance 0.142 · cross-district

#16 · Parbhanicell 4890000427

distance 0.143 · cross-district

#17 · Parbhanicell 4890001063

distance 0.144 · cross-district

#18 · Nandedcell 4850003676

distance 0.144 · 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":4770000122}}}'

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.