Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007949

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008045

distance 0.143

#2 · Wardhacell 4980003626

distance 0.146 · cross-district

#3 · Yavatmalcell 5000004441

distance 0.16 · cross-district

#4 · Chandrapurcell 4730006652

distance 0.17

#5 · Wardhacell 4980005470

distance 0.187 · cross-district

#6 · Nagpurcell 4840000951

distance 0.194 · cross-district

#7 · Chandrapurcell 4730004916

distance 0.195

#8 · Yavatmalcell 5000011401

distance 0.201 · cross-district

#9 · Chandrapurcell 4730004729

distance 0.204

#10 · Chandrapurcell 4730005009

distance 0.205

#11 · Yavatmalcell 5000009425

distance 0.205 · cross-district

#12 · Yavatmalcell 5000011400

distance 0.207 · cross-district

#13 · Wardhacell 4980003688

distance 0.208 · cross-district

#14 · Nagpurcell 4840000962

distance 0.213 · cross-district

#15 · Yavatmalcell 5000008133

distance 0.214 · cross-district

#16 · Yavatmalcell 5000004208

distance 0.22 · cross-district

#17 · Buldhanacell 4720000074

distance 0.223 · cross-district

#18 · Jalgaoncell 4780006249

distance 0.224 · 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":4730007949}}}'

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.