Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660005039

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004775

distance 0.185

#2 · Ahmednagarcell 4660004951

distance 0.216

#3 · Sataracell 4940005215

distance 0.247 · cross-district

#4 · Ahmednagarcell 4660004771

distance 0.271

#5 · Ahmednagarcell 4660004938

distance 0.271

#6 · Ahmednagarcell 4660005041

distance 0.273

#7 · Ahmednagarcell 4660004262

distance 0.274

#8 · Ahmednagarcell 4660004857

distance 0.275

#9 · Ahmednagarcell 4660004513

distance 0.276

#10 · Kolhapurcell 4800005045

distance 0.278 · cross-district

#11 · Punecell 4900006382

distance 0.279 · cross-district

#12 · Ahmednagarcell 4660005033

distance 0.283

#13 · Ahmednagarcell 4660004690

distance 0.284

#14 · Sataracell 4940008111

distance 0.286 · cross-district

#15 · Punecell 4900006381

distance 0.286 · cross-district

#16 · Sataracell 4940004103

distance 0.291 · cross-district

#17 · Punecell 4900005800

distance 0.294 · cross-district

#18 · Punecell 4900006501

distance 0.295 · 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":4660005039}}}'

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.