Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001694

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002860

distance 0.259 · cross-district

#2 · Jalnacell 4790003800

distance 0.292 · cross-district

#3 · Sanglicell 4930002902

distance 0.31 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003708

distance 0.343 · cross-district

#5 · Laturcell 4810003063

distance 0.35 · cross-district

#6 · Beedcell 4700001878

distance 0.351 · cross-district

#7 · Laturcell 4810003524

distance 0.354 · cross-district

#8 · Kolhapurcell 4800004846

distance 0.355 · cross-district

#9 · Washimcell 4990003888

distance 0.373 · cross-district

#10 · Jalnacell 4790004963

distance 0.374 · cross-district

#11 · Ahmednagarcell 4660013037

distance 0.376 · cross-district

#12 · Parbhanicell 4890003173

distance 0.379 · cross-district

#13 · Sanglicell 4930003751

distance 0.381 · cross-district

#14 · Amravaticell 4680003080

distance 0.382 · cross-district

#15 · Laturcell 4810002766

distance 0.383 · cross-district

#16 · Buldhanacell 4720002512

distance 0.383 · cross-district

#17 · Sanglicell 4930002766

distance 0.384 · cross-district

#18 · Laturcell 4810000506

distance 0.384 · 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":4880001694}}}'

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.