Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007776

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

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008111

distance 0.322

#2 · Punecell 4900008000

distance 0.357

#3 · Punecell 4900010658

distance 0.373

#4 · Punecell 4900010128

distance 0.375

#5 · Punecell 4900008331

distance 0.391

#6 · Punecell 4900011311

distance 0.393

#7 · Punecell 4900009930

distance 0.395

#8 · Punecell 4900010741

distance 0.395

#9 · Punecell 4900008114

distance 0.397

#10 · Punecell 4900010314

distance 0.406

#11 · Punecell 4900011171

distance 0.407

#12 · Punecell 4900007889

distance 0.408

#13 · Punecell 4900008550

distance 0.411

#14 · Punecell 4900008211

distance 0.412

#15 · Punecell 4900010659

distance 0.414

#16 · Punecell 4900006072

distance 0.416

#17 · Punecell 4900010568

distance 0.419

#18 · Punecell 4900008440

distance 0.425

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":4900007776}}}'

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.