Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009548

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.468

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009016

distance 0.468

#2 · Punecell 4900009558

distance 0.495

#3 · Punecell 4900009135

distance 0.507

#4 · Punecell 4900009645

distance 0.513

#5 · Punecell 4900009627

distance 0.52

#6 · Punecell 4900010234

distance 0.538

#7 · Punecell 4900009543

distance 0.542

#8 · Punecell 4900009760

distance 0.552

#9 · Punecell 4900009842

distance 0.562

#10 · Punecell 4900008900

distance 0.565

#11 · Punecell 4900009416

distance 0.568

#12 · Punecell 4900011689

distance 0.576

#13 · Punecell 4900009745

distance 0.581

#14 · Punecell 4900007991

distance 0.583

#15 · Punecell 4900008662

distance 0.585

#16 · Punecell 4900009435

distance 0.591

#17 · Punecell 4900009445

distance 0.591

#18 · Punecell 4900011572

distance 0.595

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":4900009548}}}'

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.