Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009547

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

0.87

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.625

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009146

distance 0.625

#2 · Punecell 4900009246

distance 0.642

#3 · Punecell 4900009245

distance 0.673

#4 · Punecell 4900008927

distance 0.714

#5 · Punecell 4900008681

distance 0.72

#6 · Punecell 4900009141

distance 0.73

#7 · Punecell 4900009349

distance 0.735

#8 · Punecell 4900009459

distance 0.794

#9 · Punecell 4900009648

distance 0.798

#10 · Punecell 4900009355

distance 0.819

#11 · Punecell 4900009458

distance 0.829

#12 · Punecell 4900009353

distance 0.832

#13 · Punecell 4900006334

distance 0.851

#14 · Punecell 4900009444

distance 0.867

#15 · Punecell 4900008811

distance 0.869

#16 · Punecell 4900009247

distance 0.885

#17 · Thanecell 4970001168

distance 0.893 · cross-district

#18 · Punecell 4900008590

distance 0.899

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":4900009547}}}'

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.