Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012353

The MH-36 locality cells most similar to this Pune 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012355

distance 0.168

#2 · Ahmednagarcell 4660005651

distance 0.238 · cross-district

#3 · Ahmednagarcell 4660007284

distance 0.241 · cross-district

#4 · Punecell 4900012910

distance 0.241

#5 · Ahmednagarcell 4660007000

distance 0.244 · cross-district

#6 · Ahmednagarcell 4660006852

distance 0.245 · cross-district

#7 · Punecell 4900012424

distance 0.247

#8 · Ahmednagarcell 4660009166

distance 0.259 · cross-district

#9 · Ahmednagarcell 4660005648

distance 0.268 · cross-district

#10 · Ahmednagarcell 4660007733

distance 0.269 · cross-district

#11 · Ahmednagarcell 4660010848

distance 0.273 · cross-district

#12 · Punecell 4900002576

distance 0.275

#13 · Ahmednagarcell 4660007732

distance 0.281 · cross-district

#14 · Ahmednagarcell 4660009341

distance 0.295 · cross-district

#15 · Ahmednagarcell 4660008192

distance 0.295 · cross-district

#16 · Sataracell 4940007956

distance 0.295 · cross-district

#17 · Ahmednagarcell 4660008050

distance 0.297 · cross-district

#18 · Sataracell 4940005465

distance 0.297 · 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":490,"cluster_id":4900012353}}}'

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.