Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005158

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003249

distance 0.261 · cross-district

#2 · Amravaticell 4680003661

distance 0.271 · cross-district

#3 · Parbhanicell 4890005222

distance 0.277

#4 · Parbhanicell 4890005415

distance 0.277

#5 · Bhandaracell 4710002193

distance 0.291 · cross-district

#6 · Hingolicell 4770001805

distance 0.292 · cross-district

#7 · Solapurcell 4960003948

distance 0.294 · cross-district

#8 · Washimcell 4990000005

distance 0.295 · cross-district

#9 · Buldhanacell 4720005727

distance 0.298 · cross-district

#10 · Amravaticell 4680002010

distance 0.302 · cross-district

#11 · Amravaticell 4680008857

distance 0.303 · cross-district

#12 · Buldhanacell 4720006523

distance 0.304 · cross-district

#13 · Parbhanicell 4890004495

distance 0.305

#14 · Solapurcell 4960004085

distance 0.306 · cross-district

#15 · Hingolicell 4770001515

distance 0.308 · cross-district

#16 · Hingolicell 4770001864

distance 0.309 · cross-district

#17 · Parbhanicell 4890004679

distance 0.311

#18 · Hingolicell 4770001926

distance 0.312 · 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":4890005158}}}'

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.