Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007948

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007834

distance 0.218

#2 · Punecell 4900008383

distance 0.24

#3 · Punecell 4900008166

distance 0.242

#4 · Punecell 4900006616

distance 0.277

#5 · Punecell 4900008273

distance 0.284

#6 · Punecell 4900007951

distance 0.285

#7 · Punecell 4900006614

distance 0.29

#8 · Punecell 4900007844

distance 0.292

#9 · Punecell 4900012210

distance 0.3

#10 · Punecell 4900010209

distance 0.325

#11 · Punecell 4900011345

distance 0.338

#12 · Punecell 4900007823

distance 0.362

#13 · Punecell 4900006726

distance 0.371

#14 · Punecell 4900007938

distance 0.372

#15 · Punecell 4900009871

distance 0.373

#16 · Punecell 4900007943

distance 0.376

#17 · Punecell 4900008614

distance 0.379

#18 · Punecell 4900006734

distance 0.38

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":4900007948}}}'

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.