Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660011481

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870004376

distance 0.24 · cross-district

#2 · Ahmednagarcell 4660011657

distance 0.249

#3 · Sataracell 4940007363

distance 0.304 · cross-district

#4 · Nashikcell 4870004098

distance 0.315 · cross-district

#5 · Nashikcell 4870001990

distance 0.336 · cross-district

#6 · Nashikcell 4870004089

distance 0.337 · cross-district

#7 · Nashikcell 4870002160

distance 0.339 · cross-district

#8 · Sataracell 4940008712

distance 0.347 · cross-district

#9 · Solapurcell 4960005564

distance 0.352 · cross-district

#10 · Ahmednagarcell 4660003658

distance 0.353

#11 · Nashikcell 4870004375

distance 0.354 · cross-district

#12 · Nashikcell 4870003653

distance 0.355 · cross-district

#13 · Ahmednagarcell 4660011670

distance 0.356

#14 · Nashikcell 4870004691

distance 0.361 · cross-district

#15 · Sataracell 4940008643

distance 0.365 · cross-district

#16 · Punecell 4900005506

distance 0.368 · cross-district

#17 · Ahmednagarcell 4660011494

distance 0.368

#18 · Punecell 4900006394

distance 0.368 · 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":4660011481}}}'

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.