Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002815

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003060

distance 0.176 · cross-district

#2 · Chandrapurcell 4730002816

distance 0.184

#3 · Chandrapurcell 4730002821

distance 0.248

#4 · Gadchirolicell 4750007823

distance 0.288 · cross-district

#5 · Chandrapurcell 4730002822

distance 0.29

#6 · Jalgaoncell 4780007205

distance 0.301 · cross-district

#7 · Chandrapurcell 4730002510

distance 0.31

#8 · Hingolicell 4770002405

distance 0.311 · cross-district

#9 · Yavatmalcell 5000003398

distance 0.313 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001830

distance 0.314 · cross-district

#11 · Buldhanacell 4720001194

distance 0.316 · cross-district

#12 · Jalgaoncell 4780005201

distance 0.317 · cross-district

#13 · Yavatmalcell 5000004115

distance 0.319 · cross-district

#14 · Yavatmalcell 5000005824

distance 0.322 · cross-district

#15 · Chandrapurcell 4730002633

distance 0.323

#16 · Chandrapurcell 4730004316

distance 0.328

#17 · Yavatmalcell 5000004465

distance 0.328 · cross-district

#18 · Chandrapurcell 4730003374

distance 0.329

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":4730002815}}}'

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.