Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007518

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007613

distance 0.133

#2 · Chandrapurcell 4730007615

distance 0.135

#3 · Wardhacell 4980001018

distance 0.145 · cross-district

#4 · Wardhacell 4980000605

distance 0.149 · cross-district

#5 · Yavatmalcell 5000009817

distance 0.15 · cross-district

#6 · Chandrapurcell 4730007054

distance 0.163

#7 · Chandrapurcell 4730007289

distance 0.166

#8 · Yavatmalcell 5000007754

distance 0.166 · cross-district

#9 · Chandrapurcell 4730007726

distance 0.169

#10 · Nagpurcell 4840000179

distance 0.171 · cross-district

#11 · Chandrapurcell 4730007939

distance 0.172

#12 · Wardhacell 4980000901

distance 0.172 · cross-district

#13 · Chandrapurcell 4730007842

distance 0.174

#14 · Wardhacell 4980000906

distance 0.174 · cross-district

#15 · Wardhacell 4980002370

distance 0.176 · cross-district

#16 · Chandrapurcell 4730008552

distance 0.176

#17 · Nagpurcell 4840000543

distance 0.176 · cross-district

#18 · Yavatmalcell 5000007554

distance 0.176 · 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":4730007518}}}'

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.