Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660008039

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660009847

distance 0.305

#2 · Nashikcell 4870002495

distance 0.312 · cross-district

#3 · Ahmednagarcell 4660008821

distance 0.32

#4 · Nashikcell 4870001384

distance 0.335 · cross-district

#5 · Ahmednagarcell 4660005043

distance 0.338

#6 · Nashikcell 4870001016

distance 0.339 · cross-district

#7 · Ahmednagarcell 4660008038

distance 0.341

#8 · Ahmednagarcell 4660004677

distance 0.341

#9 · Ahmednagarcell 4660004615

distance 0.342

#10 · Nashikcell 4870001383

distance 0.343 · cross-district

#11 · Punecell 4900003569

distance 0.345 · cross-district

#12 · Ahmednagarcell 4660007502

distance 0.346

#13 · Sataracell 4940007140

distance 0.348 · cross-district

#14 · Sataracell 4940008489

distance 0.349 · cross-district

#15 · Punecell 4900012350

distance 0.35 · cross-district

#16 · Sataracell 4940007548

distance 0.357 · cross-district

#17 · Ahmednagarcell 4660004504

distance 0.362

#18 · Nashikcell 4870002324

distance 0.363 · 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":4660008039}}}'

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.