Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004235

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660009397

distance 0.281

#2 · Ahmednagarcell 4660005933

distance 0.302

#3 · Ahmednagarcell 4660012484

distance 0.326

#4 · Ahmednagarcell 4660008390

distance 0.336

#5 · Ahmednagarcell 4660014172

distance 0.352

#6 · Ahmednagarcell 4660001241

distance 0.362

#7 · Dharashivcell 4880006093

distance 0.377 · cross-district

#8 · Punecell 4900005519

distance 0.38 · cross-district

#9 · Ahmednagarcell 4660011342

distance 0.389

#10 · Punecell 4900001441

distance 0.393 · cross-district

#11 · Ahmednagarcell 4660006386

distance 0.406

#12 · Nashikcell 4870003713

distance 0.407 · cross-district

#13 · Buldhanacell 4720007812

distance 0.407 · cross-district

#14 · Washimcell 4990003411

distance 0.408 · cross-district

#15 · Amravaticell 4680005384

distance 0.409 · cross-district

#16 · Sataracell 4940004348

distance 0.411 · cross-district

#17 · Punecell 4900004146

distance 0.412 · cross-district

#18 · Ahmednagarcell 4660005130

distance 0.415

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":4660004235}}}'

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.