Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005493

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002125

distance 0.229

#2 · Ahmednagarcell 4660010184

distance 0.255 · cross-district

#3 · Punecell 4900012842

distance 0.268

#4 · Ahmednagarcell 4660007296

distance 0.289 · cross-district

#5 · Ahmednagarcell 4660005418

distance 0.292 · cross-district

#6 · Ahmednagarcell 4660007147

distance 0.3 · cross-district

#7 · Punecell 4900010374

distance 0.303

#8 · Ahmednagarcell 4660007061

distance 0.304 · cross-district

#9 · Punecell 4900005758

distance 0.305

#10 · Punecell 4900006388

distance 0.308

#11 · Punecell 4900005625

distance 0.315

#12 · Sataracell 4940008385

distance 0.319 · cross-district

#13 · Punecell 4900001983

distance 0.32

#14 · Punecell 4900002726

distance 0.323

#15 · Punecell 4900005100

distance 0.324

#16 · Ahmednagarcell 4660007291

distance 0.324 · cross-district

#17 · Ahmednagarcell 4660006851

distance 0.329 · cross-district

#18 · Punecell 4900011621

distance 0.334

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":4900005493}}}'

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.