Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002404

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002243

distance 0.177 · cross-district

#2 · Parbhanicell 4890002529

distance 0.178 · cross-district

#3 · Hingolicell 4770001060

distance 0.181

#4 · Yavatmalcell 5000001122

distance 0.183 · cross-district

#5 · Jalgaoncell 4780004371

distance 0.193 · cross-district

#6 · Parbhanicell 4890002201

distance 0.196 · cross-district

#7 · Parbhanicell 4890002446

distance 0.196 · cross-district

#8 · Nandedcell 4850001122

distance 0.198 · cross-district

#9 · Parbhanicell 4890002588

distance 0.2 · cross-district

#10 · Hingolicell 4770002078

distance 0.2

#11 · Hingolicell 4770000598

distance 0.203

#12 · Beedcell 4700005475

distance 0.204 · cross-district

#13 · Hingolicell 4770001472

distance 0.205

#14 · Hingolicell 4770002200

distance 0.206

#15 · Washimcell 4990002774

distance 0.206 · cross-district

#16 · Nandedcell 4850000803

distance 0.207 · cross-district

#17 · Parbhanicell 4890002156

distance 0.208 · cross-district

#18 · Yavatmalcell 5000001121

distance 0.21 · 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":4770002404}}}'

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.