Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007312

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.367

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006450

distance 0.367

#2 · Punecell 4900005041

distance 0.388

#3 · Punecell 4900006216

distance 0.421

#4 · Punecell 4900005323

distance 0.431

#5 · Punecell 4900005306

distance 0.45

#6 · Punecell 4900005325

distance 0.453

#7 · Punecell 4900004765

distance 0.47

#8 · Punecell 4900005193

distance 0.477

#9 · Punecell 4900006089

distance 0.48

#10 · Punecell 4900005161

distance 0.484

#11 · Punecell 4900006223

distance 0.486

#12 · Punecell 4900005445

distance 0.488

#13 · Punecell 4900004783

distance 0.493

#14 · Punecell 4900006824

distance 0.496

#15 · Punecell 4900005324

distance 0.498

#16 · Punecell 4900006093

distance 0.5

#17 · Punecell 4900007527

distance 0.501

#18 · Punecell 4900006459

distance 0.501

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":4900007312}}}'

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.