Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006950

The MH-36 locality cells most similar to this Chandrapur 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005089

distance 0.092

#2 · Nagpurcell 4840001206

distance 0.145 · cross-district

#3 · Chandrapurcell 4730007178

distance 0.146

#4 · Yavatmalcell 5000002880

distance 0.149 · cross-district

#5 · Yavatmalcell 5000006370

distance 0.149 · cross-district

#6 · Wardhacell 4980001993

distance 0.155 · cross-district

#7 · Yavatmalcell 5000004138

distance 0.159 · cross-district

#8 · Yavatmalcell 5000006375

distance 0.163 · cross-district

#9 · Wardhacell 4980000233

distance 0.163 · cross-district

#10 · Wardhacell 4980002083

distance 0.165 · cross-district

#11 · Nagpurcell 4840006009

distance 0.166 · cross-district

#12 · Chandrapurcell 4730002283

distance 0.166

#13 · Wardhacell 4980001906

distance 0.167 · cross-district

#14 · Wardhacell 4980001440

distance 0.167 · cross-district

#15 · Amravaticell 4680007530

distance 0.167 · cross-district

#16 · Chandrapurcell 4730002141

distance 0.167

#17 · Yavatmalcell 5000006368

distance 0.168 · cross-district

#18 · Yavatmalcell 5000003729

distance 0.17 · 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":473,"cluster_id":4730006950}}}'

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.