Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004987

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004989

distance 0.081

#2 · Parbhanicell 4890005150

distance 0.087

#3 · Jalnacell 4790002910

distance 0.109 · cross-district

#4 · Parbhanicell 4890005034

distance 0.115

#5 · Parbhanicell 4890004796

distance 0.122

#6 · Jalnacell 4790002320

distance 0.122 · cross-district

#7 · Jalnacell 4790003408

distance 0.128 · cross-district

#8 · Jalnacell 4790002653

distance 0.13 · cross-district

#9 · Parbhanicell 4890004905

distance 0.13

#10 · Parbhanicell 4890004990

distance 0.133

#11 · Amravaticell 4680000953

distance 0.134 · cross-district

#12 · Jalnacell 4790002909

distance 0.137 · cross-district

#13 · Parbhanicell 4890005439

distance 0.137

#14 · Parbhanicell 4890005101

distance 0.139

#15 · Beedcell 4700007152

distance 0.14 · cross-district

#16 · Parbhanicell 4890004985

distance 0.14

#17 · Jalnacell 4790003500

distance 0.141 · cross-district

#18 · Parbhanicell 4890004752

distance 0.141

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":4890004987}}}'

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.