Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005608

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 9 distinct districts

Index confidence

0.92

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 · Amravaticell 4680003592

distance 0.266 · cross-district

#2 · Bhandaracell 4710001474

distance 0.274 · cross-district

#3 · Chandrapurcell 4730008352

distance 0.277

#4 · Gadchirolicell 4750009112

distance 0.28 · cross-district

#5 · Chandrapurcell 4730001655

distance 0.284

#6 · Beedcell 4700008655

distance 0.287 · cross-district

#7 · Gadchirolicell 4750005946

distance 0.287 · cross-district

#8 · Gadchirolicell 4750011048

distance 0.293 · cross-district

#9 · Chandrapurcell 4730009196

distance 0.297

#10 · Jalgaoncell 4780004347

distance 0.298 · cross-district

#11 · Chandrapurcell 4730004875

distance 0.307

#12 · Beedcell 4700003123

distance 0.312 · cross-district

#13 · Gadchirolicell 4750009327

distance 0.313 · cross-district

#14 · Nagpurcell 4840005606

distance 0.313 · cross-district

#15 · Bhandaracell 4710001716

distance 0.314 · cross-district

#16 · Nandedcell 4850009074

distance 0.315 · cross-district

#17 · Chandrapurcell 4730007907

distance 0.317

#18 · Gondiacell 4760001565

distance 0.317 · 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":4730005608}}}'

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.