Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005848

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 1 distinct districts

Index confidence

0.91

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 · Punecell 4900006221

distance 0.268

#2 · Punecell 4900005455

distance 0.581

#3 · Punecell 4900007435

distance 0.65

#4 · Punecell 4900005847

distance 0.674

#5 · Punecell 4900007436

distance 0.696

#6 · Punecell 4900006218

distance 0.697

#7 · Punecell 4900007196

distance 0.698

#8 · Punecell 4900006224

distance 0.702

#9 · Punecell 4900007453

distance 0.714

#10 · Punecell 4900006705

distance 0.715

#11 · Punecell 4900007693

distance 0.722

#12 · Punecell 4900007559

distance 0.729

#13 · Punecell 4900006340

distance 0.764

#14 · Punecell 4900005186

distance 0.775

#15 · Punecell 4900007694

distance 0.776

#16 · Punecell 4900008148

distance 0.791

#17 · Punecell 4900008467

distance 0.796

#18 · Punecell 4900005715

distance 0.81

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":4900005848}}}'

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.