Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008033

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008248

distance 0.285

#2 · Punecell 4900008912

distance 0.379

#3 · Punecell 4900007804

distance 0.426

#4 · Punecell 4900009103

distance 0.442

#5 · Punecell 4900009148

distance 0.51

#6 · Punecell 4900009312

distance 0.541

#7 · Punecell 4900008480

distance 0.55

#8 · Punecell 4900008357

distance 0.577

#9 · Punecell 4900007205

distance 0.578

#10 · Punecell 4900009254

distance 0.59

#11 · Punecell 4900005976

distance 0.593

#12 · Punecell 4900009311

distance 0.596

#13 · Punecell 4900009209

distance 0.608

#14 · Punecell 4900005977

distance 0.612

#15 · Punecell 4900007923

distance 0.617

#16 · Punecell 4900007438

distance 0.626

#17 · Punecell 4900009358

distance 0.629

#18 · Punecell 4900006466

distance 0.637

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":4900008033}}}'

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.