Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000255

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

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000311

distance 0.171

#2 · Punecell 4900000460

distance 0.204

#3 · Sataracell 4940006995

distance 0.207 · cross-district

#4 · Sataracell 4940007533

distance 0.222 · cross-district

#5 · Punecell 4900000877

distance 0.236

#6 · Punecell 4900000649

distance 0.242

#7 · Sataracell 4940007527

distance 0.248 · cross-district

#8 · Punecell 4900000548

distance 0.25

#9 · Sataracell 4940006886

distance 0.257 · cross-district

#10 · Punecell 4900000256

distance 0.261

#11 · Punecell 4900000752

distance 0.264

#12 · Sataracell 4940007423

distance 0.274 · cross-district

#13 · Sataracell 4940007641

distance 0.277 · cross-district

#14 · Sataracell 4940007105

distance 0.278 · cross-district

#15 · Punecell 4900000650

distance 0.281

#16 · Sataracell 4940007108

distance 0.285 · cross-district

#17 · Sataracell 4940007631

distance 0.286 · cross-district

#18 · Sataracell 4940006890

distance 0.289 · cross-district

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":4900000255}}}'

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.