Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002525

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670000399

distance 0.29 · cross-district

#2 · Akolacell 4670002974

distance 0.313 · cross-district

#3 · Jalgaoncell 4780007202

distance 0.316 · cross-district

#4 · Jalgaoncell 4780007095

distance 0.322 · cross-district

#5 · Jalgaoncell 4780007209

distance 0.324 · cross-district

#6 · Akolacell 4670002730

distance 0.325 · cross-district

#7 · Nagpurcell 4840002182

distance 0.325 · cross-district

#8 · Yavatmalcell 5000008539

distance 0.326 · cross-district

#9 · Washimcell 4990002082

distance 0.327 · cross-district

#10 · Chandrapurcell 4730008141

distance 0.329

#11 · Jalgaoncell 4780005938

distance 0.335 · cross-district

#12 · Washimcell 4990000765

distance 0.337 · cross-district

#13 · Chandrapurcell 4730002592

distance 0.339

#14 · Beedcell 4700009012

distance 0.343 · cross-district

#15 · Jalgaoncell 4780005375

distance 0.343 · cross-district

#16 · Jalgaoncell 4780005245

distance 0.348 · cross-district

#17 · Buldhanacell 4720006091

distance 0.352 · cross-district

#18 · Akolacell 4670004172

distance 0.355 · 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":4730002525}}}'

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.