Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660005331

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010566

distance 0.271

#2 · Nashikcell 4870005002

distance 0.324 · cross-district

#3 · Dhulecell 4740000956

distance 0.332 · cross-district

#4 · Washimcell 4990003888

distance 0.407 · cross-district

#5 · Ahmednagarcell 4660008722

distance 0.408

#6 · Beedcell 4700001022

distance 0.418 · cross-district

#7 · Nashikcell 4870011223

distance 0.421 · cross-district

#8 · Dhulecell 4740001355

distance 0.428 · cross-district

#9 · Sanglicell 4930002902

distance 0.434 · cross-district

#10 · Ahmednagarcell 4660005238

distance 0.44

#11 · Laturcell 4810003365

distance 0.441 · cross-district

#12 · Sanglicell 4930002060

distance 0.45 · cross-district

#13 · Sataracell 4940008009

distance 0.456 · cross-district

#14 · Jalnacell 4790004208

distance 0.463 · cross-district

#15 · Beedcell 4700005694

distance 0.47 · cross-district

#16 · Nashikcell 4870011217

distance 0.476 · cross-district

#17 · Nandedcell 4850003466

distance 0.478 · cross-district

#18 · Nashikcell 4870003172

distance 0.486 · 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":4660005331}}}'

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.