Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002313

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840005211

distance 0.248 · cross-district

#2 · Chandrapurcell 4730004220

distance 0.254

#3 · Chandrapurcell 4730000859

distance 0.261

#4 · Chandrapurcell 4730000947

distance 0.27

#5 · Yavatmalcell 5000005662

distance 0.274 · cross-district

#6 · Nagpurcell 4840005095

distance 0.286 · cross-district

#7 · Chandrapurcell 4730002312

distance 0.289

#8 · Chandrapurcell 4730002974

distance 0.299

#9 · Nagpurcell 4840001291

distance 0.3 · cross-district

#10 · Nagpurcell 4840004964

distance 0.305 · cross-district

#11 · Chandrapurcell 4730002248

distance 0.306

#12 · Chandrapurcell 4730002377

distance 0.309

#13 · Chandrapurcell 4730002316

distance 0.31

#14 · Chandrapurcell 4730003533

distance 0.315

#15 · Chandrapurcell 4730002252

distance 0.317

#16 · Nagpurcell 4840005344

distance 0.318 · cross-district

#17 · Nagpurcell 4840006687

distance 0.323 · cross-district

#18 · Nagpurcell 4840004507

distance 0.326 · 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":4730002313}}}'

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.