Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000003539

The MH-36 locality cells most similar to this Yavatmal 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

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003360

distance 0.29

#2 · Yavatmalcell 5000006762

distance 0.302

#3 · Chandrapurcell 4730008296

distance 0.308 · cross-district

#4 · Nagpurcell 4840003235

distance 0.329 · cross-district

#5 · Yavatmalcell 5000006652

distance 0.33

#6 · Yavatmalcell 5000006900

distance 0.333

#7 · Wardhacell 4980003313

distance 0.336 · cross-district

#8 · Nagpurcell 4840008431

distance 0.336 · cross-district

#9 · Gadchirolicell 4750008251

distance 0.339 · cross-district

#10 · Chandrapurcell 4730007519

distance 0.339 · cross-district

#11 · Chandrapurcell 4730007467

distance 0.339 · cross-district

#12 · Yavatmalcell 5000004776

distance 0.344

#13 · Wardhacell 4980000117

distance 0.347 · cross-district

#14 · Wardhacell 4980002208

distance 0.351 · cross-district

#15 · Yavatmalcell 5000008526

distance 0.351

#16 · Nagpurcell 4840008177

distance 0.352 · cross-district

#17 · Yavatmalcell 5000010102

distance 0.356

#18 · Chandrapurcell 4730007075

distance 0.357 · 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":500,"cluster_id":5000003539}}}'

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.