Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003621

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.042

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900003622

distance 0.042

#2 · Punecell 4900002490

distance 0.068

#3 · Punecell 4900004585

distance 0.082

#4 · Punecell 4900003217

distance 0.109

#5 · Punecell 4900002189

distance 0.126

#6 · Punecell 4900001866

distance 0.135

#7 · Punecell 4900003868

distance 0.136

#8 · Punecell 4900003614

distance 0.14

#9 · Punecell 4900003215

distance 0.142

#10 · Punecell 4900002760

distance 0.143

#11 · Punecell 4900001697

distance 0.143

#12 · Punecell 4900001846

distance 0.149

#13 · Punecell 4900001693

distance 0.153

#14 · Punecell 4900001024

distance 0.154

#15 · Punecell 4900003223

distance 0.156

#16 · Punecell 4900001694

distance 0.156

#17 · Punecell 4900002453

distance 0.156

#18 · Punecell 4900003207

distance 0.156

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":4900003621}}}'

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.