Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005176

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

0.071

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005193

distance 0.071

#2 · Parbhanicell 4890005205

distance 0.177

#3 · Hingolicell 4770002082

distance 0.197 · cross-district

#4 · Parbhanicell 4890004712

distance 0.198

#5 · Hingolicell 4770002409

distance 0.204 · cross-district

#6 · Buldhanacell 4720005038

distance 0.213 · cross-district

#7 · Hingolicell 4770002081

distance 0.216 · cross-district

#8 · Hingolicell 4770001521

distance 0.218 · cross-district

#9 · Parbhanicell 4890005375

distance 0.233

#10 · Buldhanacell 4720007268

distance 0.234 · cross-district

#11 · Hingolicell 4770002825

distance 0.235 · cross-district

#12 · Solapurcell 4960001894

distance 0.236 · cross-district

#13 · Hingolicell 4770002603

distance 0.239 · cross-district

#14 · Parbhanicell 4890005346

distance 0.244

#15 · Solapurcell 4960010611

distance 0.244 · cross-district

#16 · Hingolicell 4770002083

distance 0.245 · cross-district

#17 · Sataracell 4940001770

distance 0.246 · cross-district

#18 · Buldhanacell 4720003756

distance 0.25 · 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":4890005176}}}'

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.