Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002849

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001597

distance 0.197

#2 · Laturcell 4810002508

distance 0.246 · cross-district

#3 · Dharashivcell 4880001753

distance 0.251

#4 · Beedcell 4700008992

distance 0.252 · cross-district

#5 · Beedcell 4700001171

distance 0.255 · cross-district

#6 · Solapurcell 4960001693

distance 0.256 · cross-district

#7 · Dharashivcell 4880001904

distance 0.263

#8 · Dharashivcell 4880004730

distance 0.267

#9 · Nandedcell 4850001516

distance 0.269 · cross-district

#10 · Nandedcell 4850004313

distance 0.273 · cross-district

#11 · Sanglicell 4930000978

distance 0.274 · cross-district

#12 · Buldhanacell 4720002659

distance 0.274 · cross-district

#13 · Dharashivcell 4880001250

distance 0.274

#14 · Beedcell 4700001116

distance 0.275 · cross-district

#15 · Jalnacell 4790000211

distance 0.275 · cross-district

#16 · Dharashivcell 4880003897

distance 0.278

#17 · Sanglicell 4930000533

distance 0.279 · cross-district

#18 · Nandedcell 4850008764

distance 0.282 · 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":4880002849}}}'

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.