Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660002821

The MH-36 locality cells most similar to this Ahmednagar 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

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004845

distance 0.239 · cross-district

#2 · Sanglicell 4930004981

distance 0.25 · cross-district

#3 · Ahmednagarcell 4660003169

distance 0.251

#4 · Kolhapurcell 4800005219

distance 0.253 · cross-district

#5 · Ahmednagarcell 4660002172

distance 0.257

#6 · Ahmednagarcell 4660004881

distance 0.258

#7 · Ahmednagarcell 4660002820

distance 0.258

#8 · Ahmednagarcell 4660002658

distance 0.264

#9 · Sanglicell 4930006420

distance 0.273 · cross-district

#10 · Ahmednagarcell 4660002657

distance 0.278

#11 · Sanglicell 4930005651

distance 0.279 · cross-district

#12 · Jalgaoncell 4780003901

distance 0.279 · cross-district

#13 · Ahmednagarcell 4660002166

distance 0.284

#14 · Jalgaoncell 4780007298

distance 0.285 · cross-district

#15 · Sataracell 4940007179

distance 0.286 · cross-district

#16 · Sanglicell 4930004844

distance 0.287 · cross-district

#17 · Ahmednagarcell 4660004977

distance 0.29

#18 · Sanglicell 4930005350

distance 0.292 · 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":466,"cluster_id":4660002821}}}'

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.