Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002575

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

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003152

distance 0.22

#2 · Punecell 4900002724

distance 0.224

#3 · Punecell 4900002420

distance 0.227

#4 · Punecell 4900002425

distance 0.246

#5 · Punecell 4900002723

distance 0.279

#6 · Punecell 4900001961

distance 0.293

#7 · Punecell 4900002722

distance 0.296

#8 · Punecell 4900003408

distance 0.299

#9 · Sataracell 4940008965

distance 0.305 · cross-district

#10 · Punecell 4900003157

distance 0.306

#11 · Punecell 4900003418

distance 0.313

#12 · Punecell 4900003163

distance 0.315

#13 · Ahmednagarcell 4660005087

distance 0.32 · cross-district

#14 · Ahmednagarcell 4660005088

distance 0.321 · cross-district

#15 · Punecell 4900003555

distance 0.322

#16 · Punecell 4900003424

distance 0.332

#17 · Sataracell 4940007859

distance 0.334 · cross-district

#18 · Punecell 4900003150

distance 0.341

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":4900002575}}}'

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.