Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004172

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

0.245

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004934

distance 0.245 · cross-district

#2 · Beedcell 4700005839

distance 0.273 · cross-district

#3 · Ahmednagarcell 4660011342

distance 0.279

#4 · Punecell 4900003360

distance 0.313 · cross-district

#5 · Sanglicell 4930005668

distance 0.314 · cross-district

#6 · Ahmednagarcell 4660004043

distance 0.32

#7 · Nashikcell 4870005424

distance 0.321 · cross-district

#8 · Ahmednagarcell 4660004416

distance 0.329

#9 · Dharashivcell 4880000979

distance 0.333 · cross-district

#10 · Ahmednagarcell 4660007353

distance 0.333

#11 · Ahmednagarcell 4660009397

distance 0.339

#12 · Ahmednagarcell 4660014524

distance 0.345

#13 · Ahmednagarcell 4660007735

distance 0.345

#14 · Kolhapurcell 4800004956

distance 0.35 · cross-district

#15 · Punecell 4900001314

distance 0.351 · cross-district

#16 · Ahmednagarcell 4660005229

distance 0.356

#17 · Dhulecell 4740002917

distance 0.358 · cross-district

#18 · Kolhapurcell 4800005043

distance 0.36 · 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":4660004172}}}'

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.