Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002220

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

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006602

distance 0.206 · cross-district

#2 · Gadchirolicell 4750006452

distance 0.225 · cross-district

#3 · Chandrapurcell 4730002680

distance 0.263

#4 · Chandrapurcell 4730002676

distance 0.271

#5 · Gadchirolicell 4750006831

distance 0.274 · cross-district

#6 · Gadchirolicell 4750006611

distance 0.276 · cross-district

#7 · Bhandaracell 4710000305

distance 0.285 · cross-district

#8 · Yavatmalcell 5000006522

distance 0.289 · cross-district

#9 · Wardhacell 4980000138

distance 0.294 · cross-district

#10 · Nagpurcell 4840006122

distance 0.296 · cross-district

#11 · Akolacell 4670004182

distance 0.297 · cross-district

#12 · Chandrapurcell 4730000588

distance 0.299

#13 · Gadchirolicell 4750005958

distance 0.3 · cross-district

#14 · Chandrapurcell 4730004123

distance 0.301

#15 · Gadchirolicell 4750006610

distance 0.301 · cross-district

#16 · Bhandaracell 4710000306

distance 0.303 · cross-district

#17 · Bhandaracell 4710001234

distance 0.307 · cross-district

#18 · Chandrapurcell 4730002089

distance 0.308

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":4730002220}}}'

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.