Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000002121

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000010994

distance 0.248

#2 · Yavatmalcell 5000004491

distance 0.265

#3 · Chandrapurcell 4730001150

distance 0.274 · cross-district

#4 · Beedcell 4700006919

distance 0.287 · cross-district

#5 · Chandrapurcell 4730004107

distance 0.288 · cross-district

#6 · Parbhanicell 4890003344

distance 0.29 · cross-district

#7 · Nandedcell 4850003210

distance 0.298 · cross-district

#8 · Yavatmalcell 5000010919

distance 0.312

#9 · Yavatmalcell 5000001886

distance 0.313

#10 · Chandrapurcell 4730002970

distance 0.315 · cross-district

#11 · Jalnacell 4790000836

distance 0.318 · cross-district

#12 · Yavatmalcell 5000003611

distance 0.32

#13 · Nandedcell 4850000323

distance 0.322 · cross-district

#14 · Akolacell 4670002159

distance 0.325 · cross-district

#15 · Jalgaoncell 4780006094

distance 0.325 · cross-district

#16 · Yavatmalcell 5000002002

distance 0.325

#17 · Nandedcell 4850006971

distance 0.328 · cross-district

#18 · Yavatmalcell 5000003431

distance 0.329

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":5000002121}}}'

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.