Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004504

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002904

distance 0.266

#2 · Chandrapurcell 4730002250

distance 0.282

#3 · Jalgaoncell 4780006670

distance 0.317 · cross-district

#4 · Chandrapurcell 4730002955

distance 0.318

#5 · Nagpurcell 4840004057

distance 0.328 · cross-district

#6 · Yavatmalcell 5000005664

distance 0.33 · cross-district

#7 · Yavatmalcell 5000003936

distance 0.33 · cross-district

#8 · Kolhapurcell 4800004338

distance 0.333 · cross-district

#9 · Jalgaoncell 4780006056

distance 0.339 · cross-district

#10 · Chandrapurcell 4730002884

distance 0.341

#11 · Yavatmalcell 5000005980

distance 0.344 · cross-district

#12 · Akolacell 4670003423

distance 0.345 · cross-district

#13 · Laturcell 4810003723

distance 0.347 · cross-district

#14 · Laturcell 4810003018

distance 0.35 · cross-district

#15 · Jalgaoncell 4780006524

distance 0.35 · cross-district

#16 · Chandrapurcell 4730004053

distance 0.353

#17 · Kolhapurcell 4800004258

distance 0.354 · cross-district

#18 · Nagpurcell 4840001008

distance 0.354 · 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":4730004504}}}'

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.