Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006558

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006332

distance 0.113

#2 · Chandrapurcell 4730006335

distance 0.132

#3 · Chandrapurcell 4730004729

distance 0.174

#4 · Chandrapurcell 4730005352

distance 0.19

#5 · Jalgaoncell 4780003710

distance 0.191 · cross-district

#6 · Chandrapurcell 4730005444

distance 0.198

#7 · Chandrapurcell 4730005204

distance 0.2

#8 · Jalgaoncell 4780006845

distance 0.202 · cross-district

#9 · Chandrapurcell 4730006652

distance 0.203

#10 · Yavatmalcell 5000002678

distance 0.204 · cross-district

#11 · Jalgaoncell 4780006848

distance 0.205 · cross-district

#12 · Washimcell 4990002831

distance 0.208 · cross-district

#13 · Beedcell 4700006471

distance 0.21 · cross-district

#14 · Chandrapurcell 4730000133

distance 0.216

#15 · Yavatmalcell 5000003536

distance 0.216 · cross-district

#16 · Chandrapurcell 4730006226

distance 0.218

#17 · Yavatmalcell 5000004208

distance 0.219 · cross-district

#18 · Yavatmalcell 5000001774

distance 0.223 · 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":4730006558}}}'

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.