Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005295

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

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005168

distance 0.175

#2 · Hingolicell 4770003376

distance 0.206 · cross-district

#3 · Hingolicell 4770002346

distance 0.217 · cross-district

#4 · Hingolicell 4770002345

distance 0.218 · cross-district

#5 · Parbhanicell 4890005128

distance 0.229

#6 · Parbhanicell 4890005127

distance 0.233

#7 · Buldhanacell 4720003505

distance 0.233 · cross-district

#8 · Hingolicell 4770003375

distance 0.237 · cross-district

#9 · Buldhanacell 4720005063

distance 0.241 · cross-district

#10 · Parbhanicell 4890004860

distance 0.25

#11 · Hingolicell 4770002208

distance 0.251 · cross-district

#12 · Nagpurcell 4840005960

distance 0.254 · cross-district

#13 · Buldhanacell 4720006729

distance 0.257 · cross-district

#14 · Parbhanicell 4890005199

distance 0.258

#15 · Hingolicell 4770003116

distance 0.26 · cross-district

#16 · Parbhanicell 4890005120

distance 0.261

#17 · Solapurcell 4960001895

distance 0.262 · cross-district

#18 · Parbhanicell 4890005326

distance 0.262

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":4890005295}}}'

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.