Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007207

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

0.468

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006956

distance 0.468

#2 · Punecell 4900006836

distance 0.54

#3 · Punecell 4900006959

distance 0.566

#4 · Punecell 4900006100

distance 0.585

#5 · Punecell 4900006957

distance 0.586

#6 · Punecell 4900005844

distance 0.589

#7 · Punecell 4900006336

distance 0.614

#8 · Punecell 4900007202

distance 0.624

#9 · Punecell 4900004644

distance 0.641

#10 · Punecell 4900007331

distance 0.655

#11 · Punecell 4900006834

distance 0.662

#12 · Punecell 4900005981

distance 0.67

#13 · Punecell 4900006708

distance 0.686

#14 · Punecell 4900007192

distance 0.693

#15 · Punecell 4900008681

distance 0.705

#16 · Punecell 4900007329

distance 0.71

#17 · Punecell 4900009130

distance 0.71

#18 · Punecell 4900005458

distance 0.711

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":4900007207}}}'

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.