Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005039

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.114

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005037

distance 0.114

#2 · Hingolicell 4770002485

distance 0.122 · cross-district

#3 · Hingolicell 4770002614

distance 0.122 · cross-district

#4 · Parbhanicell 4890005262

distance 0.134

#5 · Hingolicell 4770002993

distance 0.136 · cross-district

#6 · Parbhanicell 4890005166

distance 0.137

#7 · Hingolicell 4770003447

distance 0.141 · cross-district

#8 · Buldhanacell 4720000043

distance 0.141 · cross-district

#9 · Hingolicell 4770002020

distance 0.141 · cross-district

#10 · Parbhanicell 4890004966

distance 0.143

#11 · Hingolicell 4770003151

distance 0.143 · cross-district

#12 · Parbhanicell 4890005036

distance 0.145

#13 · Hingolicell 4770002838

distance 0.147 · cross-district

#14 · Hingolicell 4770002553

distance 0.148 · cross-district

#15 · Hingolicell 4770002834

distance 0.148 · cross-district

#16 · Parbhanicell 4890004993

distance 0.149

#17 · Parbhanicell 4890004393

distance 0.15

#18 · Hingolicell 4770002912

distance 0.15 · 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":4890005039}}}'

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.