Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002251

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670002224

distance 0.225 · cross-district

#2 · Yavatmalcell 5000003427

distance 0.247 · cross-district

#3 · Akolacell 4670002891

distance 0.251 · cross-district

#4 · Parbhanicell 4890002869

distance 0.255 · cross-district

#5 · Jalgaoncell 4780004865

distance 0.269 · cross-district

#6 · Akolacell 4670003127

distance 0.272 · cross-district

#7 · Akolacell 4670002902

distance 0.272 · cross-district

#8 · Chandrapurcell 4730002034

distance 0.274

#9 · Nandedcell 4850000147

distance 0.275 · cross-district

#10 · Washimcell 4990001770

distance 0.278 · cross-district

#11 · Jalgaoncell 4780005205

distance 0.281 · cross-district

#12 · Laturcell 4810003963

distance 0.282 · cross-district

#13 · Akolacell 4670002480

distance 0.283 · cross-district

#14 · Laturcell 4810003431

distance 0.283 · cross-district

#15 · Amravaticell 4680001378

distance 0.284 · cross-district

#16 · Chandrapurcell 4730001985

distance 0.284

#17 · Chandrapurcell 4730002088

distance 0.287

#18 · Buldhanacell 4720006313

distance 0.288 · 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":4730002251}}}'

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.