Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004801

The MH-36 locality cells most similar to this Parbhani 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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003679

distance 0.18

#2 · Solapurcell 4960003216

distance 0.226 · cross-district

#3 · Nagpurcell 4840002427

distance 0.228 · cross-district

#4 · Solapurcell 4960003214

distance 0.23 · cross-district

#5 · Solapurcell 4960003138

distance 0.237 · cross-district

#6 · Parbhanicell 4890004173

distance 0.241

#7 · Parbhanicell 4890004313

distance 0.247

#8 · Nagpurcell 4840002711

distance 0.253 · cross-district

#9 · Amravaticell 4680000385

distance 0.256 · cross-district

#10 · Akolacell 4670001277

distance 0.256 · cross-district

#11 · Beedcell 4700002403

distance 0.259 · cross-district

#12 · Buldhanacell 4720006835

distance 0.262 · cross-district

#13 · Jalgaoncell 4780002863

distance 0.262 · cross-district

#14 · Buldhanacell 4720001196

distance 0.264 · cross-district

#15 · Washimcell 4990002134

distance 0.266 · cross-district

#16 · Buldhanacell 4720000785

distance 0.269 · cross-district

#17 · Jalnacell 4790001124

distance 0.27 · cross-district

#18 · Solapurcell 4960003745

distance 0.27 · 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":489,"cluster_id":4890004801}}}'

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.