Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001744

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003187

distance 0.237 · cross-district

#2 · Nandedcell 4850001501

distance 0.243 · cross-district

#3 · Chandrapurcell 4730003298

distance 0.274

#4 · Chandrapurcell 4730003278

distance 0.276

#5 · Beedcell 4700000901

distance 0.279 · cross-district

#6 · Amravaticell 4680003891

distance 0.291 · cross-district

#7 · Solapurcell 4960006942

distance 0.293 · cross-district

#8 · Nandedcell 4850000684

distance 0.298 · cross-district

#9 · Amravaticell 4680006195

distance 0.301 · cross-district

#10 · Gadchirolicell 4750007003

distance 0.304 · cross-district

#11 · Yavatmalcell 5000009094

distance 0.308 · cross-district

#12 · Nashikcell 4870006012

distance 0.32 · cross-district

#13 · Akolacell 4670003857

distance 0.322 · cross-district

#14 · Nagpurcell 4840000726

distance 0.324 · cross-district

#15 · Sanglicell 4930002563

distance 0.325 · cross-district

#16 · Sanglicell 4930002204

distance 0.325 · cross-district

#17 · Solapurcell 4960000891

distance 0.325 · cross-district

#18 · Wardhacell 4980001547

distance 0.327 · 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":4730001744}}}'

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.