Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007620

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000216

distance 0.174 · cross-district

#2 · Yavatmalcell 5000009142

distance 0.194 · cross-district

#3 · Wardhacell 4980000756

distance 0.202 · cross-district

#4 · Bhandaracell 4710000305

distance 0.206 · cross-district

#5 · Wardhacell 4980002037

distance 0.213 · cross-district

#6 · Yavatmalcell 5000009811

distance 0.215 · cross-district

#7 · Bhandaracell 4710001424

distance 0.217 · cross-district

#8 · Yavatmalcell 5000006654

distance 0.221 · cross-district

#9 · Yavatmalcell 5000009926

distance 0.221 · cross-district

#10 · Bhandaracell 4710000175

distance 0.222 · cross-district

#11 · Wardhacell 4980001286

distance 0.222 · cross-district

#12 · Wardhacell 4980000816

distance 0.228 · cross-district

#13 · Chandrapurcell 4730008578

distance 0.228

#14 · Chandrapurcell 4730007384

distance 0.233

#15 · Bhandaracell 4710000306

distance 0.239 · cross-district

#16 · Chandrapurcell 4730007728

distance 0.239

#17 · Bhandaracell 4710001188

distance 0.242 · cross-district

#18 · Chandrapurcell 4730008174

distance 0.245

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":4730007620}}}'

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.