Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003137

The MH-36 locality cells most similar to this Sangli 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

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000442

distance 0.259 · cross-district

#2 · Solapurcell 4960001944

distance 0.293 · cross-district

#3 · Laturcell 4810000440

distance 0.31 · cross-district

#4 · Sanglicell 4930005788

distance 0.325

#5 · Parbhanicell 4890000645

distance 0.327 · cross-district

#6 · Ahmednagarcell 4660007515

distance 0.339 · cross-district

#7 · Dharashivcell 4880002182

distance 0.339 · cross-district

#8 · Dharashivcell 4880006223

distance 0.341 · cross-district

#9 · Solapurcell 4960006312

distance 0.342 · cross-district

#10 · Jalnacell 4790001641

distance 0.35 · cross-district

#11 · Dharashivcell 4880002184

distance 0.353 · cross-district

#12 · Solapurcell 4960000839

distance 0.354 · cross-district

#13 · Sanglicell 4930004332

distance 0.357

#14 · Dharashivcell 4880001579

distance 0.364 · cross-district

#15 · Sanglicell 4930005163

distance 0.366

#16 · Solapurcell 4960002471

distance 0.371 · cross-district

#17 · Dhulecell 4740001148

distance 0.372 · cross-district

#18 · Dharashivcell 4880004971

distance 0.372 · 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":493,"cluster_id":4930003137}}}'

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.