Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001752

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005767

distance 0.208

#2 · Laturcell 4810002696

distance 0.224 · cross-district

#3 · Laturcell 4810001705

distance 0.234 · cross-district

#4 · Laturcell 4810002580

distance 0.26 · cross-district

#5 · Laturcell 4810001566

distance 0.262 · cross-district

#6 · Beedcell 4700000472

distance 0.264 · cross-district

#7 · Dharashivcell 4880002793

distance 0.268

#8 · Beedcell 4700002187

distance 0.271 · cross-district

#9 · Buldhanacell 4720000694

distance 0.277 · cross-district

#10 · Buldhanacell 4720002859

distance 0.28 · cross-district

#11 · Beedcell 4700001025

distance 0.28 · cross-district

#12 · Sanglicell 4930000933

distance 0.281 · cross-district

#13 · Dharashivcell 4880003095

distance 0.284

#14 · Solapurcell 4960011177

distance 0.286 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000080

distance 0.288 · cross-district

#16 · Laturcell 4810001171

distance 0.288 · cross-district

#17 · Buldhanacell 4720000641

distance 0.292 · cross-district

#18 · Beedcell 4700005594

distance 0.292 · 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":488,"cluster_id":4880001752}}}'

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.