Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004266

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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003988

distance 0.167 · cross-district

#2 · Solapurcell 4960012387

distance 0.17 · cross-district

#3 · Dharashivcell 4880004267

distance 0.177

#4 · Solapurcell 4960012345

distance 0.19 · cross-district

#5 · Dharashivcell 4880004429

distance 0.192

#6 · Dharashivcell 4880005459

distance 0.198

#7 · Dharashivcell 4880004349

distance 0.199

#8 · Beedcell 4700005666

distance 0.2 · cross-district

#9 · Dharashivcell 4880005173

distance 0.201

#10 · Dharashivcell 4880003322

distance 0.205

#11 · Dharashivcell 4880005986

distance 0.207

#12 · Sanglicell 4930003963

distance 0.21 · cross-district

#13 · Ahmednagarcell 4660002782

distance 0.211 · cross-district

#14 · Solapurcell 4960012385

distance 0.211 · cross-district

#15 · Sanglicell 4930000586

distance 0.213 · cross-district

#16 · Sanglicell 4930003941

distance 0.214 · cross-district

#17 · Beedcell 4700005669

distance 0.217 · cross-district

#18 · Ahmednagarcell 4660002418

distance 0.217 · 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":4880004266}}}'

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.