Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004323

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

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003099

distance 0.228 · cross-district

#2 · Chandrapurcell 4730004320

distance 0.244

#3 · Chandrapurcell 4730003380

distance 0.288

#4 · Nagpurcell 4840003100

distance 0.308 · cross-district

#5 · Nagpurcell 4840004600

distance 0.31 · cross-district

#6 · Buldhanacell 4720005755

distance 0.312 · cross-district

#7 · Gadchirolicell 4750007601

distance 0.322 · cross-district

#8 · Chandrapurcell 4730003251

distance 0.324

#9 · Solapurcell 4960005514

distance 0.325 · cross-district

#10 · Laturcell 4810003117

distance 0.325 · cross-district

#11 · Chandrapurcell 4730003246

distance 0.332

#12 · Nagpurcell 4840002421

distance 0.342 · cross-district

#13 · Chandrapurcell 4730003245

distance 0.344

#14 · Nagpurcell 4840003103

distance 0.345 · cross-district

#15 · Akolacell 4670001915

distance 0.352 · cross-district

#16 · Wardhacell 4980002564

distance 0.352 · cross-district

#17 · Chandrapurcell 4730004417

distance 0.354

#18 · Nagpurcell 4840002900

distance 0.358 · 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":4730004323}}}'

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.