Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001149

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

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001688

distance 0.203

#2 · Punecell 4900005098

distance 0.218

#3 · Punecell 4900012840

distance 0.22

#4 · Punecell 4900001280

distance 0.249

#5 · Sataracell 4940007994

distance 0.252 · cross-district

#6 · Sataracell 4940008212

distance 0.257 · cross-district

#7 · Sataracell 4940008210

distance 0.266 · cross-district

#8 · Sataracell 4940008834

distance 0.267 · cross-district

#9 · Punecell 4900006400

distance 0.275

#10 · Punecell 4900007004

distance 0.28

#11 · Punecell 4900006026

distance 0.287

#12 · Kolhapurcell 4800004036

distance 0.294 · cross-district

#13 · Punecell 4900004463

distance 0.298

#14 · Sataracell 4940004847

distance 0.3 · cross-district

#15 · Punecell 4900007357

distance 0.3

#16 · Punecell 4900002641

distance 0.304

#17 · Punecell 4900001150

distance 0.305

#18 · Punecell 4900004448

distance 0.305

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":4900001149}}}'

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.