Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004261

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007175

distance 0.217 · cross-district

#2 · Ahmednagarcell 4660005573

distance 0.227

#3 · Sataracell 4940008206

distance 0.236 · cross-district

#4 · Sataracell 4940008623

distance 0.243 · cross-district

#5 · Ahmednagarcell 4660003938

distance 0.252

#6 · Solapurcell 4960004059

distance 0.254 · cross-district

#7 · Sanglicell 4930007048

distance 0.264 · cross-district

#8 · Ahmednagarcell 4660004124

distance 0.265

#9 · Punecell 4900009202

distance 0.266 · cross-district

#10 · Sanglicell 4930007071

distance 0.274 · cross-district

#11 · Beedcell 4700003819

distance 0.275 · cross-district

#12 · Ahmednagarcell 4660004122

distance 0.278

#13 · Ahmednagarcell 4660001666

distance 0.279

#14 · Sataracell 4940008094

distance 0.282 · cross-district

#15 · Sataracell 4940007690

distance 0.284 · cross-district

#16 · Punecell 4900007277

distance 0.284 · cross-district

#17 · Sataracell 4940007893

distance 0.285 · cross-district

#18 · Sataracell 4940003485

distance 0.288 · 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":4660004261}}}'

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.