Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002802

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002877

distance 0.191

#2 · Chandrapurcell 4730006501

distance 0.209

#3 · Jalgaoncell 4780005522

distance 0.227 · cross-district

#4 · Yavatmalcell 5000010731

distance 0.228 · cross-district

#5 · Chandrapurcell 4730007634

distance 0.23

#6 · Chandrapurcell 4730003649

distance 0.233

#7 · Akolacell 4670000746

distance 0.233 · cross-district

#8 · Buldhanacell 4720001750

distance 0.237 · cross-district

#9 · Yavatmalcell 5000003959

distance 0.238 · cross-district

#10 · Chandrapurcell 4730001986

distance 0.241

#11 · Washimcell 4990002962

distance 0.242 · cross-district

#12 · Yavatmalcell 5000004442

distance 0.242 · cross-district

#13 · Chandrapurcell 4730004797

distance 0.242

#14 · Chandrapurcell 4730007856

distance 0.242

#15 · Jalnacell 4790006153

distance 0.242 · cross-district

#16 · Yavatmalcell 5000009964

distance 0.243 · cross-district

#17 · Wardhacell 4980003113

distance 0.244 · cross-district

#18 · Wardhacell 4980002270

distance 0.244 · 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":4730002802}}}'

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.