Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000685

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000515

distance 0.131

#2 · Solapurcell 4960004460

distance 0.159 · cross-district

#3 · Washimcell 4990004065

distance 0.169 · cross-district

#4 · Amravaticell 4680007220

distance 0.172 · cross-district

#5 · Amravaticell 4680005404

distance 0.174 · cross-district

#6 · Solapurcell 4960000442

distance 0.176 · cross-district

#7 · Buldhanacell 4720000803

distance 0.177 · cross-district

#8 · Washimcell 4990003767

distance 0.179 · cross-district

#9 · Beedcell 4700003962

distance 0.179 · cross-district

#10 · Dharashivcell 4880005999

distance 0.182 · cross-district

#11 · Akolacell 4670000320

distance 0.182 · cross-district

#12 · Parbhanicell 4890003685

distance 0.183

#13 · Amravaticell 4680007376

distance 0.184 · cross-district

#14 · Dharashivcell 4880002695

distance 0.184 · cross-district

#15 · Washimcell 4990001782

distance 0.184 · cross-district

#16 · Washimcell 4990002052

distance 0.184 · cross-district

#17 · Akolacell 4670000878

distance 0.185 · cross-district

#18 · Amravaticell 4680007379

distance 0.185 · 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":4890000685}}}'

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.