Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003385

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003246

distance 0.285

#2 · Akolacell 4670002133

distance 0.348 · cross-district

#3 · Dharashivcell 4880000981

distance 0.364 · cross-district

#4 · Beedcell 4700004313

distance 0.365 · cross-district

#5 · Solapurcell 4960007682

distance 0.366 · cross-district

#6 · Chandrapurcell 4730002702

distance 0.37

#7 · Chandrapurcell 4730002885

distance 0.37

#8 · Nagpurcell 4840004851

distance 0.374 · cross-district

#9 · Dharashivcell 4880000048

distance 0.377 · cross-district

#10 · Washimcell 4990001495

distance 0.379 · cross-district

#11 · Wardhacell 4980001446

distance 0.395 · cross-district

#12 · Chandrapurcell 4730002956

distance 0.395

#13 · Jalgaoncell 4780006293

distance 0.396 · cross-district

#14 · Yavatmalcell 5000010240

distance 0.397 · cross-district

#15 · Wardhacell 4980002251

distance 0.397 · cross-district

#16 · Chandrapurcell 4730002031

distance 0.399

#17 · Chandrapurcell 4730003614

distance 0.402

#18 · Chandrapurcell 4730001950

distance 0.408

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":4730003385}}}'

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.