Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007974

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000680

distance 0.187 · cross-district

#2 · Wardhacell 4980000750

distance 0.203 · cross-district

#3 · Chandrapurcell 4730008051

distance 0.231

#4 · Wardhacell 4980000827

distance 0.232 · cross-district

#5 · Wardhacell 4980000718

distance 0.232 · cross-district

#6 · Wardhacell 4980001295

distance 0.233 · cross-district

#7 · Wardhacell 4980000928

distance 0.234 · cross-district

#8 · Chandrapurcell 4730007550

distance 0.241

#9 · Nagpurcell 4840000809

distance 0.241 · cross-district

#10 · Chandrapurcell 4730009431

distance 0.242

#11 · Chandrapurcell 4730007404

distance 0.243

#12 · Wardhacell 4980001574

distance 0.244 · cross-district

#13 · Chandrapurcell 4730007612

distance 0.244

#14 · Chandrapurcell 4730008503

distance 0.246

#15 · Chandrapurcell 4730009163

distance 0.246

#16 · Chandrapurcell 4730008359

distance 0.248

#17 · Wardhacell 4980000841

distance 0.251 · cross-district

#18 · Wardhacell 4980001189

distance 0.252 · 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":4730007974}}}'

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.