Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002692

The MH-36 locality cells most similar to this Nanded 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002507

distance 0.134

#2 · Nandedcell 4850002509

distance 0.136

#3 · Nandedcell 4850002602

distance 0.139

#4 · Jalgaoncell 4780002770

distance 0.15 · cross-district

#5 · Jalgaoncell 4780002552

distance 0.165 · cross-district

#6 · Parbhanicell 4890002821

distance 0.165 · cross-district

#7 · Yavatmalcell 5000005967

distance 0.165 · cross-district

#8 · Jalgaoncell 4780002555

distance 0.166 · cross-district

#9 · Yavatmalcell 5000001603

distance 0.172 · cross-district

#10 · Nandedcell 4850002783

distance 0.172

#11 · Jalgaoncell 4780003489

distance 0.172 · cross-district

#12 · Beedcell 4700005164

distance 0.174 · cross-district

#13 · Yavatmalcell 5000001547

distance 0.176 · cross-district

#14 · Yavatmalcell 5000002734

distance 0.177 · cross-district

#15 · Chandrapurcell 4730001657

distance 0.178 · cross-district

#16 · Yavatmalcell 5000001870

distance 0.179 · cross-district

#17 · Nandedcell 4850000638

distance 0.179

#18 · Jalgaoncell 4780006100

distance 0.179 · 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":485,"cluster_id":4850002692}}}'

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.