Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000188

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 11 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.317

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010280

distance 0.317 · cross-district

#2 · Washimcell 4990001494

distance 0.33 · cross-district

#3 · Parbhanicell 4890000891

distance 0.337

#4 · Hingolicell 4770000053

distance 0.35 · cross-district

#5 · Sanglicell 4930000169

distance 0.352 · cross-district

#6 · Solapurcell 4960005303

distance 0.359 · cross-district

#7 · Dharashivcell 4880003238

distance 0.36 · cross-district

#8 · Laturcell 4810005818

distance 0.362 · cross-district

#9 · Dharashivcell 4880001570

distance 0.366 · cross-district

#10 · Ahmednagarcell 4660013992

distance 0.367 · cross-district

#11 · Laturcell 4810000128

distance 0.369 · cross-district

#12 · Ahmednagarcell 4660004236

distance 0.369 · cross-district

#13 · Sanglicell 4930000123

distance 0.372 · cross-district

#14 · Sanglicell 4930000347

distance 0.378 · cross-district

#15 · Sataracell 4940002376

distance 0.38 · cross-district

#16 · Buldhanacell 4720000734

distance 0.384 · cross-district

#17 · Sataracell 4940001295

distance 0.386 · cross-district

#18 · Nandedcell 4850004115

distance 0.387 · 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":4890000188}}}'

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.