Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007132

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006519

distance 0.233

#2 · Punecell 4900002121

distance 0.246

#3 · Punecell 4900012639

distance 0.251

#4 · Sataracell 4940007135

distance 0.255 · cross-district

#5 · Sataracell 4940007550

distance 0.257 · cross-district

#6 · Punecell 4900006880

distance 0.258

#7 · Punecell 4900001268

distance 0.259

#8 · Sataracell 4940008645

distance 0.259 · cross-district

#9 · Punecell 4900000688

distance 0.259

#10 · Punecell 4900005756

distance 0.262

#11 · Punecell 4900012638

distance 0.264

#12 · Sataracell 4940007551

distance 0.274 · cross-district

#13 · Punecell 4900006028

distance 0.276

#14 · Sataracell 4940008864

distance 0.276 · cross-district

#15 · Punecell 4900011878

distance 0.279

#16 · Sataracell 4940007023

distance 0.279 · cross-district

#17 · Sataracell 4940008889

distance 0.28 · cross-district

#18 · Punecell 4900006272

distance 0.281

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":4900007132}}}'

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.