Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001232

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

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003766

distance 0.247 · cross-district

#2 · Chandrapurcell 4730001686

distance 0.247

#3 · Washimcell 4990003361

distance 0.248 · cross-district

#4 · Dharashivcell 4880000263

distance 0.258 · cross-district

#5 · Jalgaoncell 4780004134

distance 0.263 · cross-district

#6 · Washimcell 4990003203

distance 0.274 · cross-district

#7 · Akolacell 4670001789

distance 0.274 · cross-district

#8 · Washimcell 4990001960

distance 0.275 · cross-district

#9 · Nandedcell 4850004069

distance 0.277 · cross-district

#10 · Washimcell 4990004239

distance 0.28 · cross-district

#11 · Chandrapurcell 4730001048

distance 0.284

#12 · Washimcell 4990003745

distance 0.286 · cross-district

#13 · Akolacell 4670001009

distance 0.292 · cross-district

#14 · Yavatmalcell 5000010167

distance 0.301 · cross-district

#15 · Amravaticell 4680003043

distance 0.302 · cross-district

#16 · Yavatmalcell 5000002917

distance 0.304 · cross-district

#17 · Washimcell 4990002353

distance 0.305 · cross-district

#18 · Chandrapurcell 4730002194

distance 0.306

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":4730001232}}}'

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.