Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003759

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840006451

distance 0.218 · cross-district

#2 · Parbhanicell 4890004462

distance 0.219

#3 · Parbhanicell 4890004070

distance 0.22

#4 · Nagpurcell 4840007000

distance 0.224 · cross-district

#5 · Amravaticell 4680001133

distance 0.226 · cross-district

#6 · Hingolicell 4770001306

distance 0.228 · cross-district

#7 · Solapurcell 4960005164

distance 0.231 · cross-district

#8 · Amravaticell 4680001378

distance 0.232 · cross-district

#9 · Jalnacell 4790001202

distance 0.238 · cross-district

#10 · Buldhanacell 4720006817

distance 0.239 · cross-district

#11 · Beedcell 4700007979

distance 0.241 · cross-district

#12 · Amravaticell 4680001387

distance 0.243 · cross-district

#13 · Jalnacell 4790004307

distance 0.243 · cross-district

#14 · Buldhanacell 4720004875

distance 0.243 · cross-district

#15 · Buldhanacell 4720005739

distance 0.243 · cross-district

#16 · Amravaticell 4680001091

distance 0.244 · cross-district

#17 · Yavatmalcell 5000010290

distance 0.245 · cross-district

#18 · Beedcell 4700007056

distance 0.245 · 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":4890003759}}}'

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.