Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007293

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 · Wardhacell 4980001096

distance 0.143 · cross-district

#2 · Wardhacell 4980001830

distance 0.189 · cross-district

#3 · Chandrapurcell 4730002796

distance 0.19

#4 · Yavatmalcell 5000005870

distance 0.195 · cross-district

#5 · Wardhacell 4980001111

distance 0.195 · cross-district

#6 · Wardhacell 4980000414

distance 0.196 · cross-district

#7 · Chandrapurcell 4730007741

distance 0.201

#8 · Chandrapurcell 4730007859

distance 0.203

#9 · Yavatmalcell 5000008850

distance 0.203 · cross-district

#10 · Nagpurcell 4840001132

distance 0.211 · cross-district

#11 · Nagpurcell 4840001167

distance 0.212 · cross-district

#12 · Wardhacell 4980001590

distance 0.215 · cross-district

#13 · Wardhacell 4980001301

distance 0.216 · cross-district

#14 · Yavatmalcell 5000007033

distance 0.219 · cross-district

#15 · Wardhacell 4980001207

distance 0.219 · cross-district

#16 · Wardhacell 4980000475

distance 0.221 · cross-district

#17 · Chandrapurcell 4730007288

distance 0.221

#18 · Buldhanacell 4720007326

distance 0.221 · 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":4730007293}}}'

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.