Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004929

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005024

distance 0.165

#2 · Parbhanicell 4890004641

distance 0.167

#3 · Jalnacell 4790002647

distance 0.17 · cross-district

#4 · Parbhanicell 4890003763

distance 0.172

#5 · Parbhanicell 4890005302

distance 0.177

#6 · Parbhanicell 4890004610

distance 0.177

#7 · Beedcell 4700006150

distance 0.178 · cross-district

#8 · Nagpurcell 4840005574

distance 0.178 · cross-district

#9 · Jalnacell 4790006354

distance 0.179 · cross-district

#10 · Amravaticell 4680007833

distance 0.183 · cross-district

#11 · Akolacell 4670000320

distance 0.184 · cross-district

#12 · Parbhanicell 4890004792

distance 0.184

#13 · Jalnacell 4790001994

distance 0.184 · cross-district

#14 · Parbhanicell 4890005221

distance 0.185

#15 · Yavatmalcell 5000010848

distance 0.186 · cross-district

#16 · Buldhanacell 4720005297

distance 0.186 · cross-district

#17 · Solapurcell 4960003405

distance 0.188 · cross-district

#18 · Jalnacell 4790001993

distance 0.193 · 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":4890004929}}}'

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.