Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005307

The MH-36 locality cells most similar to this Dharashiv 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

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001966

distance 0.214 · cross-district

#2 · Solapurcell 4960011610

distance 0.217 · cross-district

#3 · Buldhanacell 4720002342

distance 0.218 · cross-district

#4 · Dharashivcell 4880005848

distance 0.219

#5 · Dharashivcell 4880004920

distance 0.224

#6 · Laturcell 4810002702

distance 0.226 · cross-district

#7 · Solapurcell 4960011612

distance 0.227 · cross-district

#8 · Laturcell 4810000323

distance 0.228 · cross-district

#9 · Beedcell 4700000756

distance 0.228 · cross-district

#10 · Dharashivcell 4880002160

distance 0.228

#11 · Dharashivcell 4880002155

distance 0.23

#12 · Beedcell 4700000231

distance 0.231 · cross-district

#13 · Buldhanacell 4720003097

distance 0.234 · cross-district

#14 · Buldhanacell 4720002710

distance 0.236 · cross-district

#15 · Laturcell 4810001527

distance 0.237 · cross-district

#16 · Beedcell 4700002538

distance 0.24 · cross-district

#17 · Beedcell 4700000186

distance 0.24 · cross-district

#18 · Dharashivcell 4880005574

distance 0.24

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":488,"cluster_id":4880005307}}}'

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.