Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007337

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.42

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007336

distance 0.42

#2 · Punecell 4900007335

distance 0.522

#3 · Sataracell 4940007242

distance 0.6 · cross-district

#4 · Punecell 4900006494

distance 0.647

#5 · Punecell 4900005466

distance 0.665

#6 · Punecell 4900007101

distance 0.667

#7 · Punecell 4900008263

distance 0.669

#8 · Punecell 4900006604

distance 0.673

#9 · Punecell 4900006972

distance 0.675

#10 · Punecell 4900008170

distance 0.679

#11 · Punecell 4900005862

distance 0.692

#12 · Punecell 4900005865

distance 0.705

#13 · Punecell 4900006609

distance 0.714

#14 · Punecell 4900012634

distance 0.722

#15 · Punecell 4900005341

distance 0.722

#16 · Nashikcell 4870002511

distance 0.725 · cross-district

#17 · Punecell 4900006495

distance 0.735

#18 · Nashikcell 4870001473

distance 0.74 · 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":4900007337}}}'

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.