Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004373

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002732

distance 0.112 · cross-district

#2 · Parbhanicell 4890004792

distance 0.138

#3 · Parbhanicell 4890005107

distance 0.138

#4 · Parbhanicell 4890004803

distance 0.142

#5 · Parbhanicell 4890004186

distance 0.146

#6 · Parbhanicell 4890005407

distance 0.151

#7 · Jalnacell 4790003515

distance 0.155 · cross-district

#8 · Parbhanicell 4890003685

distance 0.156

#9 · Buldhanacell 4720007046

distance 0.157 · cross-district

#10 · Parbhanicell 4890003770

distance 0.158

#11 · Beedcell 4700006688

distance 0.161 · cross-district

#12 · Jalnacell 4790001199

distance 0.162 · cross-district

#13 · Buldhanacell 4720005890

distance 0.163 · cross-district

#14 · Parbhanicell 4890004660

distance 0.166

#15 · Beedcell 4700004838

distance 0.166 · cross-district

#16 · Beedcell 4700006738

distance 0.167 · cross-district

#17 · Parbhanicell 4890003864

distance 0.172

#18 · Jalnacell 4790001082

distance 0.175 · 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":4890004373}}}'

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.