Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001271

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

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000959

distance 0.134

#2 · Parbhanicell 4890001340

distance 0.136

#3 · Beedcell 4700005758

distance 0.144 · cross-district

#4 · Parbhanicell 4890000914

distance 0.148

#5 · Parbhanicell 4890001816

distance 0.158

#6 · Parbhanicell 4890001087

distance 0.158

#7 · Amravaticell 4680002517

distance 0.162 · cross-district

#8 · Parbhanicell 4890002728

distance 0.162

#9 · Amravaticell 4680001643

distance 0.163 · cross-district

#10 · Solapurcell 4960006729

distance 0.165 · cross-district

#11 · Buldhanacell 4720000202

distance 0.166 · cross-district

#12 · Beedcell 4700005760

distance 0.166 · cross-district

#13 · Amravaticell 4680003710

distance 0.167 · cross-district

#14 · Amravaticell 4680005288

distance 0.167 · cross-district

#15 · Beedcell 4700005616

distance 0.168 · cross-district

#16 · Beedcell 4700006606

distance 0.169 · cross-district

#17 · Buldhanacell 4720001221

distance 0.17 · cross-district

#18 · Amravaticell 4680002521

distance 0.172 · 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":4890001271}}}'

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.