Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001960

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001869

distance 0.203

#2 · Akolacell 4670004426

distance 0.233 · cross-district

#3 · Wardhacell 4980000193

distance 0.25 · cross-district

#4 · Nashikcell 4870005003

distance 0.252 · cross-district

#5 · Nandedcell 4850000416

distance 0.253 · cross-district

#6 · Nandedcell 4850001505

distance 0.26 · cross-district

#7 · Nandedcell 4850000888

distance 0.266 · cross-district

#8 · Gadchirolicell 4750004994

distance 0.274 · cross-district

#9 · Beedcell 4700004277

distance 0.278 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690000969

distance 0.279 · cross-district

#11 · Yavatmalcell 5000003061

distance 0.287 · cross-district

#12 · Solapurcell 4960007728

distance 0.288 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001939

distance 0.29 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004847

distance 0.292 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001942

distance 0.297 · cross-district

#16 · Ahmednagarcell 4660010268

distance 0.298 · cross-district

#17 · Chandrapurcell 4730001738

distance 0.299 · cross-district

#18 · Dharashivcell 4880000446

distance 0.299 · 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":4890001960}}}'

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.