Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002131

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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001024

distance 0.233 · cross-district

#2 · Hingolicell 4770000975

distance 0.239 · cross-district

#3 · Parbhanicell 4890002290

distance 0.241

#4 · Parbhanicell 4890001959

distance 0.242

#5 · Parbhanicell 4890002689

distance 0.249

#6 · Amravaticell 4680000208

distance 0.249 · cross-district

#7 · Chandrapurcell 4730003952

distance 0.254 · cross-district

#8 · Chandrapurcell 4730003042

distance 0.254 · cross-district

#9 · Jalgaoncell 4780006079

distance 0.255 · cross-district

#10 · Amravaticell 4680005997

distance 0.256 · cross-district

#11 · Jalgaoncell 4780004311

distance 0.258 · cross-district

#12 · Amravaticell 4680000210

distance 0.258 · cross-district

#13 · Chandrapurcell 4730004057

distance 0.263 · cross-district

#14 · Parbhanicell 4890002037

distance 0.264

#15 · Nagpurcell 4840003009

distance 0.266 · cross-district

#16 · Kolhapurcell 4800004671

distance 0.266 · cross-district

#17 · Parbhanicell 4890002286

distance 0.268

#18 · Nandedcell 4850000264

distance 0.268 · 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":4890002131}}}'

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.