Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005995

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

0.284

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006296

distance 0.284

#2 · Laturcell 4810002813

distance 0.289 · cross-district

#3 · Kolhapurcell 4800004013

distance 0.291 · cross-district

#4 · Sanglicell 4930006152

distance 0.293

#5 · Sanglicell 4930004679

distance 0.295

#6 · Sanglicell 4930004552

distance 0.298

#7 · Chhatrapati Sambhajinagarcell 4690001239

distance 0.299 · cross-district

#8 · Solapurcell 4960000153

distance 0.299 · cross-district

#9 · Sanglicell 4930006085

distance 0.299

#10 · Sanglicell 4930003423

distance 0.301

#11 · Sanglicell 4930005106

distance 0.303

#12 · Sanglicell 4930006291

distance 0.304

#13 · Ahmednagarcell 4660002788

distance 0.305 · cross-district

#14 · Laturcell 4810003770

distance 0.305 · cross-district

#15 · Solapurcell 4960000705

distance 0.306 · cross-district

#16 · Ahmednagarcell 4660003919

distance 0.306 · cross-district

#17 · Dharashivcell 4880000899

distance 0.307 · cross-district

#18 · Amravaticell 4680003785

distance 0.308 · 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":4930005995}}}'

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.