Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004698

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000008808

distance 0.138 · cross-district

#2 · Chandrapurcell 4730004699

distance 0.154

#3 · Chandrapurcell 4730005075

distance 0.154

#4 · Yavatmalcell 5000011244

distance 0.159 · cross-district

#5 · Yavatmalcell 5000010186

distance 0.162 · cross-district

#6 · Yavatmalcell 5000010958

distance 0.166 · cross-district

#7 · Yavatmalcell 5000003482

distance 0.167 · cross-district

#8 · Yavatmalcell 5000009697

distance 0.171 · cross-district

#9 · Chandrapurcell 4730007036

distance 0.173

#10 · Yavatmalcell 5000009422

distance 0.174 · cross-district

#11 · Nandedcell 4850009076

distance 0.176 · cross-district

#12 · Yavatmalcell 5000007346

distance 0.178 · cross-district

#13 · Wardhacell 4980001360

distance 0.181 · cross-district

#14 · Yavatmalcell 5000007182

distance 0.181 · cross-district

#15 · Yavatmalcell 5000008200

distance 0.185 · cross-district

#16 · Yavatmalcell 5000010675

distance 0.186 · cross-district

#17 · Yavatmalcell 5000007442

distance 0.186 · cross-district

#18 · Yavatmalcell 5000007815

distance 0.188 · 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":4730004698}}}'

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.