Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003246

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002031

distance 0.225

#2 · Chandrapurcell 4730002702

distance 0.252

#3 · Chandrapurcell 4730003184

distance 0.278

#4 · Laturcell 4810001913

distance 0.281 · cross-district

#5 · Nagpurcell 4840004959

distance 0.281 · cross-district

#6 · Chandrapurcell 4730003385

distance 0.285

#7 · Akolacell 4670001842

distance 0.288 · cross-district

#8 · Nagpurcell 4840003565

distance 0.291 · cross-district

#9 · Nandedcell 4850004536

distance 0.294 · cross-district

#10 · Amravaticell 4680001946

distance 0.31 · cross-district

#11 · Dharashivcell 4880000048

distance 0.324 · cross-district

#12 · Chandrapurcell 4730002030

distance 0.331

#13 · Chandrapurcell 4730004323

distance 0.332

#14 · Nagpurcell 4840001293

distance 0.334 · cross-district

#15 · Jalgaoncell 4780005204

distance 0.335 · cross-district

#16 · Chandrapurcell 4730001950

distance 0.336

#17 · Amravaticell 4680005510

distance 0.337 · cross-district

#18 · Akolacell 4670002573

distance 0.338 · 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":4730003246}}}'

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.