Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009023

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008909

distance 0.299

#2 · Punecell 4900008911

distance 0.324

#3 · Punecell 4900009018

distance 0.325

#4 · Punecell 4900008356

distance 0.328

#5 · Punecell 4900007917

distance 0.357

#6 · Punecell 4900008038

distance 0.375

#7 · Punecell 4900009147

distance 0.377

#8 · Punecell 4900009357

distance 0.383

#9 · Punecell 4900008256

distance 0.386

#10 · Punecell 4900009252

distance 0.387

#11 · Punecell 4900008910

distance 0.393

#12 · Punecell 4900008695

distance 0.404

#13 · Punecell 4900008244

distance 0.41

#14 · Punecell 4900008685

distance 0.419

#15 · Punecell 4900008815

distance 0.434

#16 · Punecell 4900008255

distance 0.44

#17 · Punecell 4900008799

distance 0.445

#18 · Punecell 4900008137

distance 0.455

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":4900009023}}}'

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.