Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900011649

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.28

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012096

distance 0.28

#2 · Punecell 4900011098

distance 0.293

#3 · Punecell 4900012036

distance 0.305

#4 · Punecell 4900011585

distance 0.36

#5 · Punecell 4900011317

distance 0.362

#6 · Punecell 4900010771

distance 0.366

#7 · Punecell 4900012050

distance 0.367

#8 · Punecell 4900011019

distance 0.376

#9 · Punecell 4900011639

distance 0.384

#10 · Punecell 4900011003

distance 0.384

#11 · Punecell 4900012183

distance 0.394

#12 · Raigadcell 4910005614

distance 0.399 · cross-district

#13 · Punecell 4900011963

distance 0.406

#14 · Punecell 4900011695

distance 0.411

#15 · Punecell 4900011449

distance 0.411

#16 · Punecell 4900012101

distance 0.413

#17 · Punecell 4900011574

distance 0.415

#18 · Punecell 4900011777

distance 0.415

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":4900011649}}}'

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.