Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006701

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007004

distance 0.228

#2 · Sataracell 4940002290

distance 0.242 · cross-district

#3 · Sanglicell 4930004664

distance 0.257

#4 · Sanglicell 4930005340

distance 0.26

#5 · Sataracell 4940001017

distance 0.26 · cross-district

#6 · Sanglicell 4930006124

distance 0.261

#7 · Sataracell 4940008025

distance 0.262 · cross-district

#8 · Sanglicell 4930005463

distance 0.265

#9 · Sataracell 4940001880

distance 0.269 · cross-district

#10 · Sanglicell 4930005966

distance 0.284

#11 · Sanglicell 4930005088

distance 0.286

#12 · Sataracell 4940000370

distance 0.286 · cross-district

#13 · Sataracell 4940008779

distance 0.287 · cross-district

#14 · Sanglicell 4930006758

distance 0.288

#15 · Sanglicell 4930005877

distance 0.293

#16 · Sanglicell 4930006101

distance 0.294

#17 · Sataracell 4940003476

distance 0.295 · cross-district

#18 · Ahmednagarcell 4660008245

distance 0.297 · 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":4930006701}}}'

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.