Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000514

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000568

distance 0.178

#2 · Hingolicell 4770002079

distance 0.219

#3 · Hingolicell 4770000615

distance 0.222

#4 · Chandrapurcell 4730003690

distance 0.223 · cross-district

#5 · Hingolicell 4770000456

distance 0.224

#6 · Nandedcell 4850003358

distance 0.228 · cross-district

#7 · Yavatmalcell 5000002515

distance 0.23 · cross-district

#8 · Yavatmalcell 5000002248

distance 0.233 · cross-district

#9 · Chandrapurcell 4730002972

distance 0.242 · cross-district

#10 · Parbhanicell 4890003264

distance 0.243 · cross-district

#11 · Hingolicell 4770000403

distance 0.243

#12 · Hingolicell 4770000397

distance 0.25

#13 · Chandrapurcell 4730003611

distance 0.252 · cross-district

#14 · Chandrapurcell 4730002028

distance 0.255 · cross-district

#15 · Hingolicell 4770000134

distance 0.258

#16 · Yavatmalcell 5000002508

distance 0.26 · cross-district

#17 · Hingolicell 4770000184

distance 0.261

#18 · Yavatmalcell 5000002503

distance 0.261 · 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":4770000514}}}'

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.