Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001792

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

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940009008

distance 0.268 · cross-district

#2 · Punecell 4900001791

distance 0.341

#3 · Punecell 4900001655

distance 0.345

#4 · Punecell 4900006367

distance 0.349

#5 · Punecell 4900008075

distance 0.352

#6 · Punecell 4900008298

distance 0.359

#7 · Punecell 4900008296

distance 0.363

#8 · Ahmednagarcell 4660004384

distance 0.373 · cross-district

#9 · Punecell 4900002098

distance 0.398

#10 · Punecell 4900008086

distance 0.403

#11 · Punecell 4900010727

distance 0.405

#12 · Sataracell 4940007530

distance 0.416 · cross-district

#13 · Punecell 4900006368

distance 0.419

#14 · Punecell 4900007720

distance 0.419

#15 · Punecell 4900002112

distance 0.423

#16 · Ahmednagarcell 4660004647

distance 0.428 · cross-district

#17 · Punecell 4900011349

distance 0.428

#18 · Sataracell 4940008052

distance 0.428 · 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":4900001792}}}'

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.