Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001426

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001444

distance 0.187 · cross-district

#2 · Nandedcell 4850004686

distance 0.211 · cross-district

#3 · Parbhanicell 4890001697

distance 0.213 · cross-district

#4 · Washimcell 4990003161

distance 0.213 · cross-district

#5 · Hingolicell 4770002014

distance 0.222

#6 · Nandedcell 4850003993

distance 0.223 · cross-district

#7 · Nandedcell 4850001790

distance 0.224 · cross-district

#8 · Parbhanicell 4890002947

distance 0.225 · cross-district

#9 · Yavatmalcell 5000003420

distance 0.227 · cross-district

#10 · Yavatmalcell 5000003786

distance 0.228 · cross-district

#11 · Hingolicell 4770002207

distance 0.235

#12 · Beedcell 4700005293

distance 0.235 · cross-district

#13 · Nandedcell 4850002652

distance 0.238 · cross-district

#14 · Hingolicell 4770000165

distance 0.241

#15 · Beedcell 4700007988

distance 0.241 · cross-district

#16 · Yavatmalcell 5000003957

distance 0.245 · cross-district

#17 · Washimcell 4990002125

distance 0.249 · cross-district

#18 · Beedcell 4700002219

distance 0.252 · 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":4770001426}}}'

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.