Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004232

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004478

distance 0.205

#2 · Nashikcell 4870013299

distance 0.214 · cross-district

#3 · Ahmednagarcell 4660008220

distance 0.219

#4 · Ahmednagarcell 4660005780

distance 0.233

#5 · Dhulecell 4740000836

distance 0.237 · cross-district

#6 · Nashikcell 4870013235

distance 0.24 · cross-district

#7 · Beedcell 4700002721

distance 0.243 · cross-district

#8 · Ahmednagarcell 4660010024

distance 0.25

#9 · Beedcell 4700004056

distance 0.258 · cross-district

#10 · Ahmednagarcell 4660010037

distance 0.263

#11 · Beedcell 4700006993

distance 0.264 · cross-district

#12 · Beedcell 4700003751

distance 0.264 · cross-district

#13 · Dharashivcell 4880002623

distance 0.264 · cross-district

#14 · Beedcell 4700002899

distance 0.266 · cross-district

#15 · Dhulecell 4740000732

distance 0.27 · cross-district

#16 · Beedcell 4700002725

distance 0.272 · cross-district

#17 · Ahmednagarcell 4660008528

distance 0.273

#18 · Beedcell 4700002550

distance 0.273 · 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":4660004232}}}'

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.