Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007459

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007212

distance 0.248

#2 · Punecell 4900007342

distance 0.363

#3 · Punecell 4900006124

distance 0.369

#4 · Punecell 4900005597

distance 0.386

#5 · Punecell 4900005598

distance 0.396

#6 · Punecell 4900006235

distance 0.401

#7 · Punecell 4900005732

distance 0.407

#8 · Punecell 4900006960

distance 0.408

#9 · Punecell 4900005988

distance 0.409

#10 · Punecell 4900004388

distance 0.432

#11 · Punecell 4900008373

distance 0.469

#12 · Punecell 4900008374

distance 0.47

#13 · Punecell 4900005989

distance 0.475

#14 · Punecell 4900006123

distance 0.476

#15 · Punecell 4900004251

distance 0.482

#16 · Punecell 4900005596

distance 0.492

#17 · Punecell 4900005858

distance 0.495

#18 · Punecell 4900005990

distance 0.497

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":4900007459}}}'

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.