Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003679

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

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004313

distance 0.141

#2 · Akolacell 4670001277

distance 0.156 · cross-district

#3 · Nagpurcell 4840002427

distance 0.16 · cross-district

#4 · Parbhanicell 4890004173

distance 0.165

#5 · Parbhanicell 4890004801

distance 0.18

#6 · Amravaticell 4680002208

distance 0.194 · cross-district

#7 · Nagpurcell 4840002711

distance 0.194 · cross-district

#8 · Washimcell 4990000118

distance 0.198 · cross-district

#9 · Amravaticell 4680000385

distance 0.199 · cross-district

#10 · Solapurcell 4960007619

distance 0.199 · cross-district

#11 · Buldhanacell 4720000785

distance 0.202 · cross-district

#12 · Solapurcell 4960003216

distance 0.206 · cross-district

#13 · Jalnacell 4790000049

distance 0.207 · cross-district

#14 · Jalnacell 4790001007

distance 0.208 · cross-district

#15 · Jalnacell 4790001924

distance 0.214 · cross-district

#16 · Buldhanacell 4720001755

distance 0.216 · cross-district

#17 · Jalgaoncell 4780002934

distance 0.218 · cross-district

#18 · Beedcell 4700002403

distance 0.219 · 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":4890003679}}}'

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.