Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008469

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.483

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009205

distance 0.483

#2 · Punecell 4900008468

distance 0.554

#3 · Punecell 4900009125

distance 0.604

#4 · Punecell 4900006707

distance 0.615

#5 · Punecell 4900007325

distance 0.62

#6 · Punecell 4900009206

distance 0.634

#7 · Punecell 4900008909

distance 0.636

#8 · Punecell 4900006345

distance 0.66

#9 · Punecell 4900009327

distance 0.665

#10 · Punecell 4900006583

distance 0.675

#11 · Punecell 4900009017

distance 0.683

#12 · Punecell 4900008685

distance 0.69

#13 · Punecell 4900006344

distance 0.691

#14 · Punecell 4900006831

distance 0.697

#15 · Punecell 4900009310

distance 0.701

#16 · Punecell 4900006566

distance 0.709

#17 · Punecell 4900008911

distance 0.709

#18 · Punecell 4900008244

distance 0.72

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":4900008469}}}'

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.