Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008045

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

0.92

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 · Yavatmalcell 5000004441

distance 0.143 · cross-district

#2 · Chandrapurcell 4730007949

distance 0.143

#3 · Wardhacell 4980001197

distance 0.174 · cross-district

#4 · Yavatmalcell 5000011531

distance 0.175 · cross-district

#5 · Yavatmalcell 5000011401

distance 0.183 · cross-district

#6 · Wardhacell 4980001292

distance 0.189 · cross-district

#7 · Chandrapurcell 4730006652

distance 0.194

#8 · Yavatmalcell 5000002678

distance 0.202 · cross-district

#9 · Washimcell 4990001727

distance 0.204 · cross-district

#10 · Yavatmalcell 5000011400

distance 0.204 · cross-district

#11 · Nandedcell 4850009101

distance 0.205 · cross-district

#12 · Chandrapurcell 4730007849

distance 0.209

#13 · Yavatmalcell 5000007060

distance 0.21 · cross-district

#14 · Yavatmalcell 5000008960

distance 0.211 · cross-district

#15 · Yavatmalcell 5000011607

distance 0.211 · cross-district

#16 · Yavatmalcell 5000009425

distance 0.213 · cross-district

#17 · Yavatmalcell 5000007406

distance 0.214 · cross-district

#18 · Wardhacell 4980001104

distance 0.214 · 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":4730008045}}}'

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.