Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012869

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.346

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012867

distance 0.346

#2 · Punecell 4900013156

distance 0.358

#3 · Punecell 4900000866

distance 0.36

#4 · Punecell 4900012737

distance 0.377

#5 · Punecell 4900012461

distance 0.384

#6 · Punecell 4900012739

distance 0.386

#7 · Punecell 4900012679

distance 0.387

#8 · Punecell 4900012800

distance 0.388

#9 · Punecell 4900012937

distance 0.391

#10 · Punecell 4900012983

distance 0.397

#11 · Punecell 4900013121

distance 0.402

#12 · Punecell 4900013199

distance 0.404

#13 · Punecell 4900012969

distance 0.408

#14 · Punecell 4900003517

distance 0.409

#15 · Punecell 4900012873

distance 0.41

#16 · Punecell 4900012244

distance 0.414

#17 · Punecell 4900004505

distance 0.415

#18 · Punecell 4900012801

distance 0.415

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":4900012869}}}'

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.