Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004667

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005020

distance 0.143

#2 · Parbhanicell 4890004353

distance 0.146

#3 · Parbhanicell 4890004237

distance 0.149

#4 · Jalnacell 4790003588

distance 0.163 · cross-district

#5 · Jalnacell 4790002061

distance 0.174 · cross-district

#6 · Beedcell 4700004666

distance 0.176 · cross-district

#7 · Beedcell 4700006144

distance 0.179 · cross-district

#8 · Akolacell 4670000445

distance 0.18 · cross-district

#9 · Parbhanicell 4890003985

distance 0.181

#10 · Akolacell 4670000151

distance 0.182 · cross-district

#11 · Jalnacell 4790003157

distance 0.183 · cross-district

#12 · Parbhanicell 4890004485

distance 0.183

#13 · Jalnacell 4790002242

distance 0.184 · cross-district

#14 · Parbhanicell 4890002150

distance 0.185

#15 · Beedcell 4700004485

distance 0.185 · cross-district

#16 · Amravaticell 4680007223

distance 0.185 · cross-district

#17 · Parbhanicell 4890003635

distance 0.186

#18 · Parbhanicell 4890004795

distance 0.186

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":4890004667}}}'

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.