Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002971

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003951

distance 0.239

#2 · Chandrapurcell 4730003041

distance 0.272

#3 · Akolacell 4670003205

distance 0.272 · cross-district

#4 · Akolacell 4670003520

distance 0.289 · cross-district

#5 · Nandedcell 4850007393

distance 0.294 · cross-district

#6 · Nagpurcell 4840002719

distance 0.295 · cross-district

#7 · Laturcell 4810003069

distance 0.297 · cross-district

#8 · Amravaticell 4680003289

distance 0.297 · cross-district

#9 · Nandedcell 4850004941

distance 0.308 · cross-district

#10 · Amravaticell 4680004272

distance 0.309 · cross-district

#11 · Nagpurcell 4840006806

distance 0.309 · cross-district

#12 · Yavatmalcell 5000004983

distance 0.31 · cross-district

#13 · Jalgaoncell 4780005806

distance 0.314 · cross-district

#14 · Chandrapurcell 4730003862

distance 0.316

#15 · Ahmednagarcell 4660009422

distance 0.317 · cross-district

#16 · Nandedcell 4850004594

distance 0.317 · cross-district

#17 · Nagpurcell 4840002812

distance 0.318 · cross-district

#18 · Amravaticell 4680004062

distance 0.319 · 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":4730002971}}}'

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.