Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660010267

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660012225

distance 0.257

#2 · Nashikcell 4870003565

distance 0.286 · cross-district

#3 · Ahmednagarcell 4660012068

distance 0.297

#4 · Solapurcell 4960007609

distance 0.299 · cross-district

#5 · Beedcell 4700000921

distance 0.346 · cross-district

#6 · Punecell 4900006404

distance 0.348 · cross-district

#7 · Ahmednagarcell 4660014358

distance 0.353

#8 · Nashikcell 4870003972

distance 0.379 · cross-district

#9 · Nashikcell 4870003679

distance 0.388 · cross-district

#10 · Laturcell 4810005348

distance 0.393 · cross-district

#11 · Sanglicell 4930003283

distance 0.393 · cross-district

#12 · Sanglicell 4930000575

distance 0.394 · cross-district

#13 · Ahmednagarcell 4660004029

distance 0.399

#14 · Ahmednagarcell 4660008248

distance 0.401

#15 · Chhatrapati Sambhajinagarcell 4690003372

distance 0.404 · cross-district

#16 · Punecell 4900004974

distance 0.406 · cross-district

#17 · Sanglicell 4930004639

distance 0.409 · cross-district

#18 · Nashikcell 4870005268

distance 0.416 · 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":4660010267}}}'

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.