Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005002

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.108

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005003

distance 0.108

#2 · Parbhanicell 4890005005

distance 0.113

#3 · Hingolicell 4770002274

distance 0.116 · cross-district

#4 · Hingolicell 4770003303

distance 0.119 · cross-district

#5 · Parbhanicell 4890005047

distance 0.125

#6 · Hingolicell 4770003374

distance 0.125 · cross-district

#7 · Parbhanicell 4890005045

distance 0.13

#8 · Hingolicell 4770003233

distance 0.136 · cross-district

#9 · Hingolicell 4770003072

distance 0.146 · cross-district

#10 · Hingolicell 4770002616

distance 0.152 · cross-district

#11 · Hingolicell 4770002484

distance 0.153 · cross-district

#12 · Parbhanicell 4890005126

distance 0.156

#13 · Hingolicell 4770003239

distance 0.159 · cross-district

#14 · Hingolicell 4770003314

distance 0.159 · cross-district

#15 · Parbhanicell 4890004958

distance 0.16

#16 · Hingolicell 4770002020

distance 0.163 · cross-district

#17 · Parbhanicell 4890005233

distance 0.164

#18 · Hingolicell 4770002344

distance 0.165 · 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":4890005002}}}'

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.