Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000241

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002602

distance 0.16 · cross-district

#2 · Hingolicell 4770000160

distance 0.163

#3 · Hingolicell 4770000318

distance 0.181

#4 · Amravaticell 4680001306

distance 0.182 · cross-district

#5 · Hingolicell 4770000184

distance 0.183

#6 · Beedcell 4700005437

distance 0.185 · cross-district

#7 · Parbhanicell 4890002523

distance 0.186 · cross-district

#8 · Parbhanicell 4890002608

distance 0.187 · cross-district

#9 · Jalnacell 4790003440

distance 0.195 · cross-district

#10 · Parbhanicell 4890002113

distance 0.195 · cross-district

#11 · Parbhanicell 4890002526

distance 0.199 · cross-district

#12 · Solapurcell 4960004794

distance 0.206 · cross-district

#13 · Akolacell 4670003514

distance 0.211 · cross-district

#14 · Yavatmalcell 5000003610

distance 0.213 · cross-district

#15 · Parbhanicell 4890003938

distance 0.213 · cross-district

#16 · Amravaticell 4680000354

distance 0.214 · cross-district

#17 · Beedcell 4700006815

distance 0.218 · cross-district

#18 · Parbhanicell 4890003017

distance 0.218 · 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":4770000241}}}'

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.