Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008959

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.522

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008403

distance 0.522

#2 · Sataracell 4940007863

distance 0.54 · cross-district

#3 · Punecell 4900006146

distance 0.559

#4 · Punecell 4900009915

distance 0.564

#5 · Punecell 4900009812

distance 0.574

#6 · Punecell 4900010435

distance 0.585

#7 · Punecell 4900012409

distance 0.585

#8 · Punecell 4900008402

distance 0.598

#9 · Ahmednagarcell 4660004780

distance 0.623 · cross-district

#10 · Punecell 4900006145

distance 0.632

#11 · Punecell 4900001575

distance 0.649

#12 · Punecell 4900009293

distance 0.649

#13 · Punecell 4900002619

distance 0.654

#14 · Sataracell 4940008556

distance 0.656 · cross-district

#15 · Punecell 4900012481

distance 0.659

#16 · Sataracell 4940007547

distance 0.667 · cross-district

#17 · Punecell 4900008836

distance 0.685

#18 · Sataracell 4940007545

distance 0.694 · 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":4900008959}}}'

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.