Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660010598

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690001411

distance 0.256 · cross-district

#2 · Punecell 4900006405

distance 0.261 · cross-district

#3 · Ahmednagarcell 4660012384

distance 0.281

#4 · Sanglicell 4930006579

distance 0.285 · cross-district

#5 · Dharashivcell 4880004364

distance 0.285 · cross-district

#6 · Buldhanacell 4720001707

distance 0.296 · cross-district

#7 · Kolhapurcell 4800001676

distance 0.308 · cross-district

#8 · Beedcell 4700007996

distance 0.309 · cross-district

#9 · Jalnacell 4790004697

distance 0.323 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002851

distance 0.326 · cross-district

#11 · Nashikcell 4870003996

distance 0.331 · cross-district

#12 · Nashikcell 4870003566

distance 0.341 · cross-district

#13 · Ahmednagarcell 4660011908

distance 0.342

#14 · Ahmednagarcell 4660004399

distance 0.343

#15 · Sanglicell 4930004396

distance 0.344 · cross-district

#16 · Dhulecell 4740004738

distance 0.346 · cross-district

#17 · Punecell 4900005922

distance 0.347 · cross-district

#18 · Ahmednagarcell 4660009759

distance 0.348

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":4660010598}}}'

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.