Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006248

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.402

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010260

distance 0.402

#2 · Punecell 4900010347

distance 0.529

#3 · Punecell 4900012197

distance 0.558

#4 · Punecell 4900005599

distance 0.568

#5 · Punecell 4900006481

distance 0.573

#6 · Punecell 4900006603

distance 0.584

#7 · Punecell 4900004389

distance 0.584

#8 · Punecell 4900005733

distance 0.588

#9 · Punecell 4900011467

distance 0.594

#10 · Punecell 4900009149

distance 0.609

#11 · Ahmednagarcell 4660011484

distance 0.61 · cross-district

#12 · Punecell 4900008267

distance 0.61

#13 · Punecell 4900008393

distance 0.612

#14 · Punecell 4900006969

distance 0.614

#15 · Punecell 4900006475

distance 0.619

#16 · Punecell 4900006845

distance 0.621

#17 · Punecell 4900005465

distance 0.625

#18 · Punecell 4900008485

distance 0.634

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":4900006248}}}'

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.