Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001599

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006099

distance 0.22 · cross-district

#2 · Dharashivcell 4880003897

distance 0.227

#3 · Beedcell 4700001562

distance 0.228 · cross-district

#4 · Sanglicell 4930003282

distance 0.235 · cross-district

#5 · Dharashivcell 4880001248

distance 0.239

#6 · Beedcell 4700006258

distance 0.245 · cross-district

#7 · Beedcell 4700005387

distance 0.261 · cross-district

#8 · Beedcell 4700007770

distance 0.262 · cross-district

#9 · Ahmednagarcell 4660013998

distance 0.274 · cross-district

#10 · Beedcell 4700007298

distance 0.275 · cross-district

#11 · Beedcell 4700004624

distance 0.277 · cross-district

#12 · Sanglicell 4930003764

distance 0.277 · cross-district

#13 · Dharashivcell 4880002108

distance 0.278

#14 · Nashikcell 4870006304

distance 0.285 · cross-district

#15 · Beedcell 4700005419

distance 0.286 · cross-district

#16 · Laturcell 4810002508

distance 0.287 · cross-district

#17 · Dharashivcell 4880002706

distance 0.288

#18 · Laturcell 4810004214

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":4880001599}}}'

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.