Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005474

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005213

distance 0.106

#2 · Parbhanicell 4890005331

distance 0.13

#3 · Parbhanicell 4890004934

distance 0.133

#4 · Parbhanicell 4890005441

distance 0.136

#5 · Parbhanicell 4890005406

distance 0.139

#6 · Parbhanicell 4890004890

distance 0.141

#7 · Jalnacell 4790003496

distance 0.142 · cross-district

#8 · Parbhanicell 4890005303

distance 0.146

#9 · Nagpurcell 4840004259

distance 0.147 · cross-district

#10 · Amravaticell 4680001085

distance 0.149 · cross-district

#11 · Jalnacell 4790003328

distance 0.152 · cross-district

#12 · Beedcell 4700007058

distance 0.157 · cross-district

#13 · Parbhanicell 4890005299

distance 0.158

#14 · Buldhanacell 4720006312

distance 0.158 · cross-district

#15 · Parbhanicell 4890004847

distance 0.158

#16 · Nagpurcell 4840001440

distance 0.159 · cross-district

#17 · Solapurcell 4960002521

distance 0.16 · cross-district

#18 · Beedcell 4700005730

distance 0.161 · 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":4890005474}}}'

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.