Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002079

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000002248

distance 0.149 · cross-district

#2 · Yavatmalcell 5000002508

distance 0.17 · cross-district

#3 · Washimcell 4990001386

distance 0.172 · cross-district

#4 · Hingolicell 4770001771

distance 0.179

#5 · Nandedcell 4850007758

distance 0.181 · cross-district

#6 · Hingolicell 4770002016

distance 0.183

#7 · Yavatmalcell 5000002243

distance 0.184 · cross-district

#8 · Hingolicell 4770001258

distance 0.188

#9 · Hingolicell 4770003828

distance 0.19

#10 · Nandedcell 4850006964

distance 0.191 · cross-district

#11 · Yavatmalcell 5000004292

distance 0.192 · cross-district

#12 · Nandedcell 4850008084

distance 0.197 · cross-district

#13 · Yavatmalcell 5000002515

distance 0.198 · cross-district

#14 · Yavatmalcell 5000004323

distance 0.198 · cross-district

#15 · Yavatmalcell 5000002497

distance 0.199 · cross-district

#16 · Washimcell 4990000664

distance 0.2 · cross-district

#17 · Washimcell 4990002371

distance 0.2 · cross-district

#18 · Hingolicell 4770003729

distance 0.201

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":4770002079}}}'

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.