Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000017

The MH-36 locality cells most similar to this Parbhani 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.079

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000021

distance 0.079

#2 · Parbhanicell 4890000060

distance 0.088

#3 · Laturcell 4810006149

distance 0.102 · cross-district

#4 · Parbhanicell 4890000040

distance 0.104

#5 · Parbhanicell 4890000007

distance 0.111

#6 · Laturcell 4810006035

distance 0.112 · cross-district

#7 · Beedcell 4700001803

distance 0.125 · cross-district

#8 · Parbhanicell 4890000042

distance 0.128

#9 · Parbhanicell 4890000025

distance 0.134

#10 · Parbhanicell 4890000045

distance 0.134

#11 · Parbhanicell 4890000026

distance 0.141

#12 · Laturcell 4810004906

distance 0.142 · cross-district

#13 · Parbhanicell 4890000088

distance 0.147

#14 · Dharashivcell 4880005976

distance 0.152 · cross-district

#15 · Laturcell 4810005599

distance 0.154 · cross-district

#16 · Dharashivcell 4880005542

distance 0.154 · cross-district

#17 · Beedcell 4700002280

distance 0.154 · cross-district

#18 · Laturcell 4810004712

distance 0.156 · cross-district

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":489,"cluster_id":4890000017}}}'

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.