Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003532

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

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002385

distance 0.217

#2 · Nagpurcell 4840002606

distance 0.267 · cross-district

#3 · Chandrapurcell 4730003693

distance 0.277

#4 · Chandrapurcell 4730003861

distance 0.28

#5 · Nandedcell 4850002469

distance 0.286 · cross-district

#6 · Nagpurcell 4840001219

distance 0.291 · cross-district

#7 · Nagpurcell 4840006225

distance 0.292 · cross-district

#8 · Jalgaoncell 4780003492

distance 0.295 · cross-district

#9 · Amravaticell 4680001372

distance 0.302 · cross-district

#10 · Punecell 4900006161

distance 0.316 · cross-district

#11 · Chandrapurcell 4730003319

distance 0.319

#12 · Kolhapurcell 4800004184

distance 0.322 · cross-district

#13 · Kolhapurcell 4800004161

distance 0.325 · cross-district

#14 · Nagpurcell 4840006344

distance 0.327 · cross-district

#15 · Nandedcell 4850002276

distance 0.332 · cross-district

#16 · Akolacell 4670001218

distance 0.337 · cross-district

#17 · Chandrapurcell 4730003027

distance 0.339

#18 · Nandedcell 4850004133

distance 0.339 · 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":4730003532}}}'

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.