Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005249

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005251

distance 0.079

#2 · Parbhanicell 4890005276

distance 0.082

#3 · Parbhanicell 4890005248

distance 0.093

#4 · Parbhanicell 4890005250

distance 0.095

#5 · Parbhanicell 4890005217

distance 0.106

#6 · Parbhanicell 4890005278

distance 0.12

#7 · Parbhanicell 4890005252

distance 0.124

#8 · Parbhanicell 4890005155

distance 0.138

#9 · Parbhanicell 4890005254

distance 0.166

#10 · Parbhanicell 4890005430

distance 0.172

#11 · Parbhanicell 4890005429

distance 0.172

#12 · Parbhanicell 4890005428

distance 0.174

#13 · Amravaticell 4680009468

distance 0.182 · cross-district

#14 · Parbhanicell 4890005244

distance 0.188

#15 · Buldhanacell 4720000006

distance 0.188 · cross-district

#16 · Jalgaoncell 4780001430

distance 0.192 · cross-district

#17 · Parbhanicell 4890005365

distance 0.195

#18 · Beedcell 4700005766

distance 0.195 · 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":4890005249}}}'

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.