Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001703

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001954

distance 0.19

#2 · Parbhanicell 4890002287

distance 0.205

#3 · Parbhanicell 4890001955

distance 0.216

#4 · Chhatrapati Sambhajinagarcell 4690001531

distance 0.217 · cross-district

#5 · Hingolicell 4770002401

distance 0.223 · cross-district

#6 · Laturcell 4810005028

distance 0.253 · cross-district

#7 · Laturcell 4810001825

distance 0.253 · cross-district

#8 · Chandrapurcell 4730003866

distance 0.253 · cross-district

#9 · Nandedcell 4850004277

distance 0.253 · cross-district

#10 · Parbhanicell 4890005412

distance 0.255

#11 · Hingolicell 4770003727

distance 0.255 · cross-district

#12 · Beedcell 4700006007

distance 0.255 · cross-district

#13 · Chandrapurcell 4730003166

distance 0.256 · cross-district

#14 · Parbhanicell 4890002921

distance 0.257

#15 · Chandrapurcell 4730002243

distance 0.257 · cross-district

#16 · Amravaticell 4680001080

distance 0.258 · cross-district

#17 · Laturcell 4810001573

distance 0.259 · cross-district

#18 · Parbhanicell 4890001207

distance 0.259

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":4890001703}}}'

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.