Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004451

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004190

distance 0.15 · cross-district

#2 · Beedcell 4700006486

distance 0.152 · cross-district

#3 · Ahmednagarcell 4660003286

distance 0.159

#4 · Beedcell 4700003512

distance 0.163 · cross-district

#5 · Buldhanacell 4720003391

distance 0.17 · cross-district

#6 · Buldhanacell 4720003393

distance 0.17 · cross-district

#7 · Beedcell 4700003668

distance 0.172 · cross-district

#8 · Ahmednagarcell 4660002661

distance 0.173

#9 · Ahmednagarcell 4660003406

distance 0.173

#10 · Buldhanacell 4720003700

distance 0.178 · cross-district

#11 · Ahmednagarcell 4660002748

distance 0.179

#12 · Buldhanacell 4720003319

distance 0.181 · cross-district

#13 · Buldhanacell 4720003162

distance 0.182 · cross-district

#14 · Buldhanacell 4720003869

distance 0.183 · cross-district

#15 · Buldhanacell 4720003476

distance 0.185 · cross-district

#16 · Buldhanacell 4720003248

distance 0.186 · cross-district

#17 · Buldhanacell 4720002564

distance 0.186 · cross-district

#18 · Beedcell 4700006618

distance 0.188 · 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":4660004451}}}'

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.