Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000360

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.082

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005166

distance 0.082 · cross-district

#2 · Beedcell 4700004323

distance 0.109 · cross-district

#3 · Akolacell 4670001213

distance 0.122 · cross-district

#4 · Beedcell 4700005326

distance 0.125 · cross-district

#5 · Beedcell 4700005477

distance 0.126 · cross-district

#6 · Beedcell 4700004832

distance 0.127 · cross-district

#7 · Buldhanacell 4720004434

distance 0.129 · cross-district

#8 · Parbhanicell 4890001580

distance 0.13

#9 · Beedcell 4700005328

distance 0.131 · cross-district

#10 · Buldhanacell 4720004369

distance 0.131 · cross-district

#11 · Buldhanacell 4720007112

distance 0.132 · cross-district

#12 · Amravaticell 4680007064

distance 0.133 · cross-district

#13 · Amravaticell 4680005043

distance 0.134 · cross-district

#14 · Beedcell 4700008276

distance 0.134 · cross-district

#15 · Washimcell 4990001032

distance 0.134 · cross-district

#16 · Buldhanacell 4720004361

distance 0.135 · cross-district

#17 · Amravaticell 4680006614

distance 0.135 · cross-district

#18 · Buldhanacell 4720001351

distance 0.136 · 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":4890000360}}}'

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.