Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012149

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011947

distance 0.177

#2 · Punecell 4900011132

distance 0.218

#3 · Punecell 4900011354

distance 0.226

#4 · Punecell 4900010638

distance 0.233

#5 · Ahmednagarcell 4660004473

distance 0.233 · cross-district

#6 · Punecell 4900011876

distance 0.255

#7 · Punecell 4900011552

distance 0.263

#8 · Punecell 4900011421

distance 0.268

#9 · Ahmednagarcell 4660004550

distance 0.292 · cross-district

#10 · Punecell 4900001663

distance 0.294

#11 · Punecell 4900001807

distance 0.302

#12 · Punecell 4900009671

distance 0.304

#13 · Punecell 4900008081

distance 0.304

#14 · Punecell 4900010972

distance 0.317

#15 · Ahmednagarcell 4660005305

distance 0.319 · cross-district

#16 · Punecell 4900012283

distance 0.321

#17 · Punecell 4900011422

distance 0.322

#18 · Punecell 4900012080

distance 0.324

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":4900012149}}}'

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.