Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006357

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

0.401

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900006718

distance 0.401

#2 · Punecell 4900006235

distance 0.486

#3 · Punecell 4900007092

distance 0.51

#4 · Punecell 4900006598

distance 0.539

#5 · Punecell 4900005858

distance 0.599

#6 · Punecell 4900012198

distance 0.619

#7 · Punecell 4900006961

distance 0.648

#8 · Punecell 4900006963

distance 0.654

#9 · Punecell 4900006593

distance 0.667

#10 · Punecell 4900008618

distance 0.681

#11 · Punecell 4900007212

distance 0.698

#12 · Punecell 4900004250

distance 0.725

#13 · Punecell 4900005864

distance 0.726

#14 · Punecell 4900006110

distance 0.726

#15 · Punecell 4900007086

distance 0.748

#16 · Punecell 4900006243

distance 0.75

#17 · Punecell 4900006719

distance 0.781

#18 · Punecell 4900005989

distance 0.791

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":4900006357}}}'

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.