Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003555

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004071

distance 0.19

#2 · Chandrapurcell 4730003552

distance 0.268

#3 · Nagpurcell 4840005202

distance 0.277 · cross-district

#4 · Gadchirolicell 4750005779

distance 0.292 · cross-district

#5 · Chandrapurcell 4730003556

distance 0.305

#6 · Chandrapurcell 4730005398

distance 0.308

#7 · Yavatmalcell 5000003059

distance 0.314 · cross-district

#8 · Gadchirolicell 4750004182

distance 0.318 · cross-district

#9 · Chandrapurcell 4730005200

distance 0.32

#10 · Chandrapurcell 4730002263

distance 0.331

#11 · Yavatmalcell 5000001971

distance 0.333 · cross-district

#12 · Nagpurcell 4840003275

distance 0.336 · cross-district

#13 · Nagpurcell 4840005080

distance 0.336 · cross-district

#14 · Chandrapurcell 4730003642

distance 0.339

#15 · Yavatmalcell 5000009867

distance 0.34 · cross-district

#16 · Gadchirolicell 4750004589

distance 0.341 · cross-district

#17 · Yavatmalcell 5000006890

distance 0.342 · cross-district

#18 · Yavatmalcell 5000007865

distance 0.342 · 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":4730003555}}}'

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.